densenet.md

• install
• 384
  • 10k/10k/600/loss_4 @ 384
    • random_32 @ 10k/10k/600/loss_4/384
      • vis @ random_32/10k/10k/600/loss_4/384
  • obsolete @ 384
• 512
  • 10k/10k/500/loss_4 @ 512
    • random_32 @ 10k/10k/500/loss_4/512
      • vis @ random_32/10k/10k/500/loss_4/512
• 640
  • 10k/10k/400/loss_4 @ 640
    • random_50 @ 10k/10k/400/loss_4/640
      • vis @ random_50/10k/10k/400/loss_4/640
      • validation @ random_50/10k/10k/400/loss_4/640
• 1000
  • 10k/10k/400/loss_4 @ 1000
    • random_50 @ 10k/10k/400/loss_4/1000
      • predict @ random_50/10k/10k/400/loss_4/1000
      • vis @ random_50/10k/10k/400/loss_4/1000
      • validation @ random_50/10k/10k/400/loss_4/1000
      • video @ random_50/10k/10k/400/loss_4/1000
        • YUN00001_1920x1080_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/400/loss_4/1000
        • YUN00002_1920x1080_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/400/loss_4/1000
        • YUN00002_2000_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/400/loss_4/1000
        • 20160122_YUN00002_700_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/400/loss_4/1000
        • 20161201_YUN00002_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/400/loss_4/1000
        • 20170114_YUN00005_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/400/loss_4/1000
  • 10k/10k/800/loss_4 @ 1000
    • random_50 @ 10k/10k/800/loss_4/1000
      • predict @ random_50/10k/10k/800/loss_4/1000
      • vis @ random_50/10k/10k/800/loss_4/1000
      • validation @ random_50/10k/10k/800/loss_4/1000
      • video @ random_50/10k/10k/800/loss_4/1000
        • YUN00001_1920x1080_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000
        • YUN00002_1920x1080_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000
        • YUN00001_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000
        • YUN00002_2000_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000
        • 20160122_YUN00002_700_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000
        • 20161201_YUN00002_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000
        • 20170114_YUN00005_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000
  • 10k/10k/all/loss_4 @ 1000
• horse
• 800
  • 10k/10k/1 @ 800
    • loss_3 @ 10k/10k/1/800
    • loss_4 @ 10k/10k/1/800
  • 10k/10k/50 @ 800
  • 10k/10k/100 @ 800
    • loss_0 @ 10k/10k/100/800
    • loss_2 @ 10k/10k/100/800
    • loss_3 @ 10k/10k/100/800
    • loss_4 @ 10k/10k/100/800
  • 10k/10k/200/loss_4 @ 800
    • training @ 10k/10k/200/loss_4/800
      • prediction @ training/10k/10k/200/loss_4/800
    • random @ 10k/10k/200/loss_4/800
      • prediction @ random/10k/10k/200/loss_4/800
  • vis @ 800 - video @ vis/800 - YUN00001_0_239_800_800_800_800 @ vis/800 - YUN00002_2000_0_1799_800_800_800_800 @ vis/800 - 20160122_YUN00002_700_0_1799_800_800_800_800 @ vis/800 - 20161201_YUN00002_0_1799_800_800_800_800 @ vis/800 - 20170114_YUN00005_0_1799_800_800_800_800 @ vis/800 - zip @ vis/800
  • 10k/10k/all @ 800
    • loss_4 @ 10k/10k/all/800
  • 15k/10k @ 800
  • 8k/8k/all/loss_4/augmented @ 800
    • 50 @ 8k/8k/all/loss_4/augmented/800
      • vis @ 50/8k/8k/all/loss_4/augmented/800
      • validation @ 50/8k/8k/all/loss_4/augmented/800
    • 4 @ 8k/8k/all/loss_4/augmented/800
      • vis @ 4/8k/8k/all/loss_4/augmented/800
      • no_aug @ 4/8k/8k/all/loss_4/augmented/800
      • stitched @ 4/8k/8k/all/loss_4/augmented/800
    • 8 @ 8k/8k/all/loss_4/augmented/800
    • vis @ 8k/8k/all/loss_4/augmented/800
      • no_aug @ vis/8k/8k/all/loss_4/augmented/800
      • stitched @ vis/8k/8k/all/loss_4/augmented/800
    • 16 @ 8k/8k/all/loss_4/augmented/800
    • vis @ 8k/8k/all/loss_4/augmented/800
      • no_aug @ vis/8k/8k/all/loss_4/augmented/800
      • stitched @ vis/8k/8k/all/loss_4/augmented/800
    • 24 @ 8k/8k/all/loss_4/augmented/800
    • vis @ 8k/8k/all/loss_4/augmented/800
      • no_aug @ vis/8k/8k/all/loss_4/augmented/800
      • stitched @ vis/8k/8k/all/loss_4/augmented/800
    • 32 @ 8k/8k/all/loss_4/augmented/800
    • vis @ 8k/8k/all/loss_4/augmented/800
      • no_aug @ vis/8k/8k/all/loss_4/augmented/800
      • stitched @ vis/8k/8k/all/loss_4/augmented/800
• 800_retraining
  • 4__non_aug @ 800_retraining
  • 4 @ 800_retraining
    • loss_1 @ 4/800_retraining
    • 12_layers @ 4/800_retraining
    • vis @ 4/800_retraining
      • loss_1 @ vis/4/800_retraining
    • vis_no_aug @ 4/800_retraining
      • loss_1 @ vis_no_aug/4/800_retraining
    • vis_stitched @ 4/800_retraining
    • vis_no_aug__4_49 @ 4/800_retraining
  • 8 @ 800_retraining
    • loss_1 @ 8/800_retraining
      • vis @ loss_1/8/800_retraining
      • vis_no_aug @ loss_1/8/800_retraining
      • vis_stitched @ loss_1/8/800_retraining
  • 16 @ 800_retraining
    • vis @ 16/800_retraining
    • vis_no_aug @ 16/800_retraining
    • vis_stitched @ 16/800_retraining
  • 24 @ 800_retraining
    • vis @ 24/800_retraining
    • vis_no_aug @ 24/800_retraining
    • vis_stitched @ 24/800_retraining
  • 32 @ 800_retraining
    • vis @ 32/800_retraining
    • vis_no_aug @ 32/800_retraining
    • vis_stitched @ 32/800_retraining
    • YUN00001 @ 32/800_retraining
    • YUN00001_3600 @ 32/800_retraining
    • vis_png @ 32/800_retraining
      • 20160122_YUN00002_700_2500 @ vis_png/32/800_retraining
      • 20160122_YUN00020_2000_3800 @ vis_png/32/800_retraining
      • 20161203_Deployment_1_YUN00001_900_2700 @ vis_png/32/800_retraining
      • 20161203_Deployment_1_YUN00002_1800 @ vis_png/32/800_retraining
      • YUN00001_3600 @ vis_png/32/800_retraining
      • 20161203_Deployment_1_YUN00001_900_2700 @ vis_png/32/800_retraining
      • 20161203_Deployment_1_YUN00002_1800 @ vis_png/32/800_retraining
    • fixed_lr @ 32/800_retraining
    • loss_1 @ 32/800_retraining
    • 18_layers @ 32/800_retraining
    • 21_layers @ 32/800_retraining
    • 21_layers__640 @ 32/800_retraining
    • 24_layers__640 @ 32/800_retraining
• 800_retraining_fixed_indices
  • 4__non_aug @ 800_retraining_fixed_indices
    • 2 @ 4__non_aug/800_retraining_fixed_indices
    • 10 @ 4__non_aug/800_retraining_fixed_indices
    • 100 @ 4__non_aug/800_retraining_fixed_indices
    • 1000 @ 4__non_aug/800_retraining_fixed_indices
  • 4 @ 800_retraining_fixed_indices
    • 2 @ 4/800_retraining_fixed_indices
    • 5 @ 4/800_retraining_fixed_indices
    • 10 @ 4/800_retraining_fixed_indices
    • 100 @ 4/800_retraining_fixed_indices
    • vis @ 4/800_retraining_fixed_indices
    • vis_no_aug @ 4/800_retraining_fixed_indices
    • vis_stitched @ 4/800_retraining_fixed_indices
    • 1K @ 4/800_retraining_fixed_indices
    • 5K @ 4/800_retraining_fixed_indices
  • 16 @ 800_retraining_fixed_indices
    • 100 @ 16/800_retraining_fixed_indices
    • 1K @ 16/800_retraining_fixed_indices
    • 5K @ 16/800_retraining_fixed_indices
• 640_retraining
  • 4 @ 640_retraining
    • sel_2 @ 4/640_retraining
    • sel_10 @ 4/640_retraining
    • sel_100 @ 4/640_retraining
    • sel_1000 @ 4/640_retraining
    • sel_10000 @ 4/640_retraining

install

pip2 install h5py==2.8.0rc1 pip3 install h5py==2.8.0rc1

384

python3 densenet_train.py --train_images=/data/617/images/training_32_49_384_384_25_100_rot_15_345_4_flip/images --train_labels=/data/617/images/training_32_49_384_384_25_100_rot_15_345_4_flip/labels --height=384 --width=384 --index_percent=5 --n_classes=3 --start_id=0 --end_id=5 --n_epochs=1000 --log_dir=log/ratio_5_0_0_384 --gpu_id=2 --max_indices=10000 --min_indices=10000

python3 densenet_train.py --train_images=/data/617/images/training_32_49_384_384_25_100_rot_15_345_4_flip/images --train_labels=/data/617/images/training_32_49_384_384_25_100_rot_15_345_4_flip/labels --height=384 --width=384 --index_percent=5 --n_classes=3 --start_id=0 --end_id=5 --n_epochs=1000 --log_dir=log/ratio_5_0_0_384 --gpu_id=2 --max_indices=10000 --min_indices=10000

10k/10k/600/loss_4 @ 384

random_32 @ 10k/10k/600/loss_4/384

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_31_384_384_25_100_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_31_384_384_25_100_rot_15_345_4_flip/labels --height=384 --width=384 --index_percent=50 --n_classes=3 --start_id=-1 --end_id=600 --n_epochs=100000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=99 --save_stitched=1 --loss_type=4 --eval_every=10

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_384_384_25_100_rot_15_345_4_flip/images --labels_path=/data/617/images/training_32_49_384_384_25_100_rot_15_345_4_flip/labels --height=384 --width=384 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_384_random_601_4/weights/ --save_path=log/50_10000_10000_384_random_601_4/predict/training_32_49_384_384_25_100_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/validation_0_20_384_384_384_384/images --height=384 --width=384 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_384_random_601_4/weights/ --save_path=log/50_10000_10000_384_random_601_4/predict/validation_0_20_384_384_384_384 --save_stitched=1 --gpu_id=2 --loss_type=4

vis @ random_32/10k/10k/600/loss_4/384

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_384_384_64_256_rot_15_345_4_flip/images --labels_path=/data/617/images/training_32_49_384_384_64_256_rot_15_345_4_flip/labels --seg_path=log/50_10000_10000_384_random_401_4/predict/training_32_49_384_384_64_256_rot_15_345_4_flip/raw --save_path=/data/617/images/training_32_49_384_384_64_256_rot_15_345_4_flip/vis_50_10000_10000_384_random_401_4 --n_classes=3 --start_id=0 --end_id=-1

obsolete @ 384

python3 densenet_train.py --train_images=/data/617/images/training/images --train_labels=/data/617/images/training/labels --train_images_ext=tif --train_labels_ext=tif --index_percent=50 --n_classes=3 --start_id=0 --end_id=0 --n_epochs=1000 --log_dir=log/ratio_5_0_0_384

python3 densenet_train.py --train_images=/data/617/images/training_32_49_384_384_25_100_rot_15_345_4_flip/images --train_labels=/data/617/images/training_32_49_384_384_25_100_rot_15_345_4_flip/labels --index_percent=50 --n_classes=3 --start_id=0 --end_id=0 --n_epochs=1000 --log_dir=log/ratio_5_0_0_384 --gpu_id=2

512

10k/10k/500/loss_4 @ 512

random_32 @ 10k/10k/500/loss_4/512

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_31_512_512_25_100_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_31_512_512_25_100_rot_15_345_4_flip/labels --height=512 --width=512 --index_percent=50 --n_classes=3 --start_id=-1 --end_id=500 --n_epochs=100000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=99 --save_stitched=1 --loss_type=4 --eval_every=10

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_512_512_25_100_rot_15_345_4_flip/images --labels_path=/data/617/images/training_32_49_512_512_25_100_rot_15_345_4_flip/labels --height=512 --width=512 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_512_random_501_4/weights/ --save_path=log/50_10000_10000_512_random_501_4/predict/training_32_49_512_512_25_100_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/validation_0_20_512_512_512_512/images --height=512 --width=512 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_512_random_501_4/weights/ --save_path=log/50_10000_10000_512_random_501_4/predict/validation_0_20_512_512_512_512 --save_stitched=1 --gpu_id=2 --loss_type=4

vis @ random_32/10k/10k/500/loss_4/512

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_512_512_64_256_rot_15_345_4_flip/images --labels_path=/data/617/images/training_32_49_512_512_64_256_rot_15_345_4_flip/labels --seg_path=log/50_10000_10000_512_random_401_4/predict/training_32_49_512_512_64_256_rot_15_345_4_flip/raw --save_path=/data/617/images/training_32_49_512_512_64_256_rot_15_345_4_flip/vis_50_10000_10000_512_random_401_4 --n_classes=3 --start_id=0 --end_id=-1

640

10k/10k/400/loss_4 @ 640

random_50 @ 10k/10k/400/loss_4/640

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_49_640_640_64_256_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_49_640_640_64_256_rot_15_345_4_flip/labels --height=640 --width=640 --index_percent=50 --n_classes=3 --start_id=-1 --end_id=400 --n_epochs=100000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=99 --save_stitched=1 --loss_type=4 --eval_every=10

vis @ random_50/10k/10k/400/loss_4/640

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_640_640_64_256_rot_15_345_4_flip/images --height=640 --width=640 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_640_random_401_4/weights/ --save_path=log/50_10000_10000_640_random_401_4/predict/training_32_49_640_640_64_256_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_640_640_64_256_rot_15_345_4_flip/images --labels_path=/data/617/images/training_32_49_640_640_64_256_rot_15_345_4_flip/labels --seg_path=log/50_10000_10000_640_random_401_4/predict/training_32_49_640_640_64_256_rot_15_345_4_flip/raw --save_path=/data/617/images/training_32_49_640_640_64_256_rot_15_345_4_flip/vis_50_10000_10000_640_random_401_4 --n_classes=3 --start_id=0 --end_id=-1

validation @ random_50/10k/10k/400/loss_4/640

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/validation_0_20_640_640_640_640/images --height=640 --width=640 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_640_random_401_4/weights/ --save_path=log/50_10000_10000_640_random_401_4/predict/validation_0_20_640_640_640_640 --save_stitched=1 --gpu_id=2 --loss_type=4

1000

10k/10k/400/loss_4 @ 1000

random_50 @ 10k/10k/400/loss_4/1000

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_49_1000_1000_100_400_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_49_1000_1000_100_400_rot_15_345_4_flip/labels --height=1000 --width=1000 --index_percent=50 --n_classes=3 --start_id=-1 --end_id=400 --n_epochs=100000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=99 --save_stitched=1 --loss_type=4 --eval_every=10

predict @ random_50/10k/10k/400/loss_4/1000

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_1000_1000_100_400_rot_15_345_4_flip/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_401_4/weights/ --save_path=log/50_10000_10000_1000_random_401_4/predict/training_32_49_1000_1000_100_400_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4

vis @ random_50/10k/10k/400/loss_4/1000

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_1000_1000_100_400_rot_15_345_4_flip/images --labels_path=/data/617/images/training_32_49_1000_1000_100_400_rot_15_345_4_flip/labels --seg_path=log/50_10000_10000_1000_random_401_4/predict/training_32_49_1000_1000_100_400_rot_15_345_4_flip/raw --save_path=/data/617/images/training_32_49_1000_1000_100_400_rot_15_345_4_flip/vis_50_10000_10000_1000_random_401_4 --n_classes=3 --start_id=0 --end_id=-1

validation @ random_50/10k/10k/400/loss_4/1000

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/validation_0_20_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_401_4/weights/ --save_path=log/50_10000_10000_1000_random_401_4/predict/validation_0_20_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4

zr 50_10000_10000_1000_random_401_4_validation_0_20_1000_1000_1000_1000 50_10000_10000_1000_random_401_4/predict/validation_0_20_1000_1000_1000_1000

video @ random_50/10k/10k/400/loss_4/1000

YUN00001_1920x1080_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/400/loss_4/1000

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/YUN00001_1920x1080_0_1799_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_401_4/weights/ --save_path=log/50_10000_10000_1000_random_401_4/predict/YUN00001_1920x1080_0_1799_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/YUN00001_1920x1080/images img_ext=jpg patch_seq_path=log/50_10000_10000_1000_random_401_4/predict/YUN00001_1920x1080_0_1799_1000_1000_1000_1000 stitched_seq_path=log/50_10000_10000_1000_random_401_4/predict/YUN00001_1920x1080_0_1799_1000_1000_1000_1000_stitched patch_height=1000 patch_width=1000 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=1

python3 ~/PTF/imgSeqToVideo.py src_path=log/50_10000_10000_1000_random_401_4/predict/YUN00001_1920x1080_0_1799_1000_1000_1000_1000_stitched save_path=log/50_10000_10000_1000_random_401_4/predict/YUN00001_1920x1080_0_1799_1000_1000_1000_1000_stitched.mkv width=1920 height=1080 show_img=0

YUN00002_1920x1080_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/400/loss_4/1000

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/YUN00002_1920x1080_0_1799_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_401_4/weights/ --save_path=log/50_10000_10000_1000_random_401_4/predict/YUN00002_1920x1080_0_1799_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/YUN00002_1920x1080/images img_ext=jpg patch_seq_path=log/50_10000_10000_1000_random_401_4/predict/YUN00002_1920x1080_0_1799_1000_1000_1000_1000 stitched_seq_path=log/50_10000_10000_1000_random_401_4/predict/YUN00002_1920x1080_0_1799_1000_1000_1000_1000_stitched patch_height=1000 patch_width=1000 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=1

python3 ~/PTF/imgSeqToVideo.py src_path=log/50_10000_10000_1000_random_401_4/predict/YUN00002_1920x1080_0_1799_1000_1000_1000_1000_stitched save_path=log/50_10000_10000_1000_random_401_4/predict/YUN00002_1920x1080_0_1799_1000_1000_1000_1000_stitched.mkv width=1920 height=1080 show_img=0

YUN00002_2000_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/400/loss_4/1000

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/YUN00002_2000_0_1799_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_401_4/weights/ --save_path=log/50_10000_10000_1000_random_401_4/predict/YUN00002_2000_0_1799_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/YUN00002_2000/images img_ext=jpg patch_seq_path=log/50_10000_10000_1000_random_401_4/predict/YUN00002_2000_0_1799_1000_1000_1000_1000 stitched_seq_path=log/50_10000_10000_1000_random_401_4/predict/YUN00002_2000_0_1799_1000_1000_1000_1000_stitched patch_height=1000 patch_width=1000 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=0.5

python3 ~/PTF/imgSeqToVideo.py src_path=log/50_10000_10000_1000_random_401_4/predict/YUN00002_2000_0_1799_1000_1000_1000_1000_stitched save_path=log/50_10000_10000_1000_random_401_4/predict/YUN00002_2000_0_1799_1000_1000_1000_1000_stitched.mkv width=1920 height=1080 show_img=0

20160122_YUN00002_700_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/400/loss_4/1000

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/20160122_YUN00002_700_0_1799_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_401_4/weights/ --save_path=log/50_10000_10000_1000_random_401_4/predict/20160122_YUN00002_700_0_1799_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/20160122_YUN00002_700/images img_ext=jpg patch_seq_path=log/50_10000_10000_1000_random_401_4/predict/20160122_YUN00002_700_0_1799_1000_1000_1000_1000 stitched_seq_path=log/50_10000_10000_1000_random_401_4/predict/20160122_YUN00002_700_0_1799_1000_1000_1000_1000_stitched patch_height=1000 patch_width=1000 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=0.5

20161201_YUN00002_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/400/loss_4/1000

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/20161201_YUN00002_0_1799_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_401_4/weights/ --save_path=log/50_10000_10000_1000_random_401_4/predict/20161201_YUN00002_0_1799_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/20161201_YUN00002/images img_ext=jpg patch_seq_path=log/50_10000_10000_1000_random_401_4/predict/20161201_YUN00002_0_1799_1000_1000_1000_1000 stitched_seq_path=log/50_10000_10000_1000_random_401_4/predict/20161201_YUN00002_0_1799_1000_1000_1000_1000_stitched patch_height=1000 patch_width=1000 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=0.5

20170114_YUN00005_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/400/loss_4/1000

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/20170114_YUN00005_0_1799_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_401_4/weights/ --save_path=log/50_10000_10000_1000_random_401_4/predict/20170114_YUN00005_0_1799_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/20170114_YUN00005/images img_ext=jpg patch_seq_path=log/50_10000_10000_1000_random_401_4/predict/20170114_YUN00005_0_1799_1000_1000_1000_1000 stitched_seq_path=log/50_10000_10000_1000_random_401_4/predict/20170114_YUN00005_0_1799_1000_1000_1000_1000_stitched patch_height=1000 patch_width=1000 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=0.5

10k/10k/800/loss_4 @ 1000

random_50 @ 10k/10k/800/loss_4/1000

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_49_1000_1000_100_800_rot_15_345_4_flip/images --height=1000 --width=1000 --index_percent=50 --n_classes=3 --start_id=-1 --end_id=800 --n_epochs=100000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_images=/data/617/images/training_32_49_1000_1000_100_400_rot_15_345_4_flip/images --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=10

predict @ random_50/10k/10k/800/loss_4/1000

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_1000_1000_100_400_rot_15_345_4_flip/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_801_4/weights/ --save_path=log/50_10000_10000_1000_random_801_4/predict/training_32_49_1000_1000_100_400_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4

vis @ random_50/10k/10k/800/loss_4/1000

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_1000_1000_100_400_rot_15_345_4_flip/images --labels_path=/data/617/images/training_32_49_1000_1000_100_400_rot_15_345_4_flip/labels --seg_path=log/50_10000_10000_1000_random_801_4/predict/training_32_49_1000_1000_100_400_rot_15_345_4_flip/raw --save_path=/data/617/images/training_32_49_1000_1000_100_400_rot_15_345_4_flip/vis_50_10000_10000_1000_random_801_4 --n_classes=3 --start_id=0 --end_id=-1

validation @ random_50/10k/10k/800/loss_4/1000

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/validation_0_20_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_801_4/weights/ --save_path=log/50_10000_10000_1000_random_801_4/predict/validation_0_20_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4

zr 50_10000_10000_1000_random_801_4_validation_0_20_1000_1000_1000_1000 50_10000_10000_1000_random_801_4/predict/validation_0_20_1000_1000_1000_1000

video @ random_50/10k/10k/800/loss_4/1000

YUN00001_1920x1080_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/YUN00001_1920x1080_0_1799_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_801_4/weights/ --save_path=log/50_10000_10000_1000_random_801_4/predict/YUN00001_1920x1080_0_1799_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/YUN00001_1920x1080/images img_ext=jpg patch_seq_path=log/50_10000_10000_1000_random_801_4/predict/YUN00001_1920x1080_0_1799_1000_1000_1000_1000 stitched_seq_path=log/50_10000_10000_1000_random_801_4/predict/YUN00001_1920x1080_0_1799_1000_1000_1000_1000_stitched patch_height=1000 patch_width=1000 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=mkv resize_factor=1 patch_ext=jpg del_patch_seq=1

python3 ~/PTF/imgSeqToVideo.py src_path=log/50_10000_10000_1000_random_801_4/predict/YUN00001_1920x1080_0_1799_1000_1000_1000_1000_stitched save_path=log/50_10000_10000_1000_random_801_4/predict/YUN00001_1920x1080_0_1799_1000_1000_1000_1000_stitched.mkv width=1920 height=1080 show_img=0

YUN00002_1920x1080_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/YUN00002_1920x1080_0_1799_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_801_4/weights/ --save_path=log/50_10000_10000_1000_random_801_4/predict/YUN00002_1920x1080_0_1799_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/YUN00002_1920x1080/images img_ext=jpg patch_seq_path=log/50_10000_10000_1000_random_801_4/predict/YUN00002_1920x1080_0_1799_1000_1000_1000_1000 stitched_seq_path=log/50_10000_10000_1000_random_801_4/predict/YUN00002_1920x1080_0_1799_1000_1000_1000_1000_stitched patch_height=1000 patch_width=1000 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=1 patch_ext=jpg del_patch_seq=1

python3 ~/PTF/imgSeqToVideo.py src_path=log/50_10000_10000_1000_random_801_4/predict/YUN00002_1920x1080_0_1799_1000_1000_1000_1000_stitched save_path=log/50_10000_10000_1000_random_801_4/predict/YUN00002_1920x1080_0_1799_1000_1000_1000_1000_stitched.mkv width=1920 height=1080 show_img=0

YUN00001_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/YUN00001_0_1799_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_801_4/weights/ --save_path=log/50_10000_10000_1000_random_801_4/predict/YUN00001_0_1799_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/YUN00001/images img_ext=jpg patch_seq_path=log/50_10000_10000_1000_random_801_4/predict/YUN00001_0_1799_1000_1000_1000_1000 stitched_seq_path=log/50_10000_10000_1000_random_801_4/predict/YUN00001_0_1799_1000_1000_1000_1000_stitched patch_height=1000 patch_width=1000 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=mkv resize_factor=0.5 patch_ext=jpg del_patch_seq=1

YUN00002_2000_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/YUN00002_2000_0_1799_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_801_4/weights/ --save_path=log/50_10000_10000_1000_random_801_4/predict/YUN00002_2000_0_1799_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/YUN00002_2000/images img_ext=jpg patch_seq_path=log/50_10000_10000_1000_random_801_4/predict/YUN00002_2000_0_1799_1000_1000_1000_1000 stitched_seq_path=log/50_10000_10000_1000_random_801_4/predict/YUN00002_2000_0_1799_1000_1000_1000_1000_stitched patch_height=1000 patch_width=1000 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=0.5 patch_ext=jpg del_patch_seq=1

python3 ~/PTF/imgSeqToVideo.py src_path=log/50_10000_10000_1000_random_801_4/predict/YUN00002_2000_0_1799_1000_1000_1000_1000_stitched save_path=log/50_10000_10000_1000_random_801_4/predict/YUN00002_2000_0_1799_1000_1000_1000_1000_stitched.mkv width=1920 height=1080 show_img=0

20160122_YUN00002_700_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/20160122_YUN00002_700_0_1799_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_801_4/weights/ --save_path=log/50_10000_10000_1000_random_801_4/predict/20160122_YUN00002_700_0_1799_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/20160122_YUN00002_700/images img_ext=jpg patch_seq_path=log/50_10000_10000_1000_random_801_4/predict/20160122_YUN00002_700_0_1799_1000_1000_1000_1000 stitched_seq_path=log/50_10000_10000_1000_random_801_4/predict/20160122_YUN00002_700_0_1799_1000_1000_1000_1000_stitched patch_height=1000 patch_width=1000 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=0.5 patch_ext=jpg del_patch_seq=1

20161201_YUN00002_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/20161201_YUN00002_0_1799_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_801_4/weights/ --save_path=log/50_10000_10000_1000_random_801_4/predict/20161201_YUN00002_0_1799_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/20161201_YUN00002/images img_ext=jpg patch_seq_path=log/50_10000_10000_1000_random_801_4/predict/20161201_YUN00002_0_1799_1000_1000_1000_1000 stitched_seq_path=log/50_10000_10000_1000_random_801_4/predict/20161201_YUN00002_0_1799_1000_1000_1000_1000_stitched patch_height=1000 patch_width=1000 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=0.5 patch_ext=jpg del_patch_seq=1

20170114_YUN00005_0_1799_1000_1000_1000_1000 @ video/random_50/10k/10k/800/loss_4/1000

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/20170114_YUN00005_0_1799_1000_1000_1000_1000/images --height=1000 --width=1000 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_1000_random_801_4/weights/ --save_path=log/50_10000_10000_1000_random_801_4/predict/20170114_YUN00005_0_1799_1000_1000_1000_1000 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/20170114_YUN00005/images img_ext=jpg patch_seq_path=log/50_10000_10000_1000_random_801_4/predict/20170114_YUN00005_0_1799_1000_1000_1000_1000 stitched_seq_path=log/50_10000_10000_1000_random_801_4/predict/20170114_YUN00005_0_1799_1000_1000_1000_1000_stitched patch_height=1000 patch_width=1000 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=0.5 patch_ext=jpg del_patch_seq=1

10k/10k/all/loss_4 @ 1000

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_49_1000_1000_100_400_rot_15_345_4_flip/images --height=1000 --width=1000 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=100000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_images=/data/617/images/training_32_49_1000_1000_100_400_rot_15_345_4_flip/images --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=10

horse

python3 densenet_train.py --train_images=/data/617/images/il_horse/images/ --train_labels=/data/617/images/il_horse/labels --height=675 --width=900 --index_percent=100 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=1000 --log_dir=log/il_horse --gpu_id=2 --max_indices=1000000 --min_indices=10000 --eval_every=100

800

10k/10k/1 @ 800

loss_3 @ 10k/10k/1/800

python3 densenet_train.py --train_images=/data/617/images/training_0_49_800_800_100_200/images --train_labels=/data/617/images/training_0_49_800_800_100_200/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=1 --end_id=1 --n_epochs=100000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=1 --test_end_id=1 --save_stitched=1 --loss_type=3 --eval_every=100

python3 densenet_predict.py --images_path=/data/617/images/training_0_49_800_800_100_200/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=50 --weights_path=log/ratio_50_10k_10k_800_0_49/weights/ --save_path=log/ratio_50_10k_10k_800_0_49/test --save_stitched=1 --gpu_id=2

loss_4 @ 10k/10k/1/800

python3 densenet_train.py --train_images=/data/617/images/training_0_49_800_800_100_200/images --train_labels=/data/617/images/training_0_49_800_800_100_200/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=1 --end_id=1 --n_epochs=100000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=1 --test_end_id=1 --save_stitched=1 --loss_type=4 --eval_every=10

10k/10k/50 @ 800

python3 densenet_train.py --train_images=/data/617/images/training_0_49_800_800_100_200/images --train_labels=/data/617/images/training_0_49_800_800_100_200/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=50 --n_epochs=100000 --log_dir=log/ratio_50_10k_10k_800_0_49 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=0 --save_stitched=1

python3 densenet_predict.py --images_path=/data/617/images/training_0_49_800_800_100_200/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=50 --weights_path=log/ratio_50_10k_10k_800_0_49/weights/ --save_path=log/ratio_50_10k_10k_800_0_49/test --save_stitched=1 --gpu_id=2

10k/10k/100 @ 800

loss_0 @ 10k/10k/100/800

python3 densenet_train.py --train_images=/data/617/images/training_0_49_800_800_100_200/images --train_labels=/data/617/images/training_0_49_800_800_100_200/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=99 --n_epochs=100000 --log_dir=log/ratio_50_10k_10k_800_0_99 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=0 --save_stitched=1

python3 densenet_predict.py --images_path=/data/617/images/training_0_49_800_800_100_200/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=50 --weights_path=log/ratio_50_10k_10k_800_0_49/weights/ --save_path=log/ratio_50_10k_10k_800_0_49/test --save_stitched=1 --gpu_id=2

loss_2 @ 10k/10k/100/800

python3 densenet_train.py --train_images=/data/617/images/training_0_49_800_800_100_200/images --train_labels=/data/617/images/training_0_49_800_800_100_200/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=99 --n_epochs=100000 --log_dir=log/ratio_50_10k_10k_800_0_99 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=0 --save_stitched=1 --loss_type=2

loss_3 @ 10k/10k/100/800

python3 densenet_train.py --train_images=/data/617/images/training_0_49_800_800_100_200/images --train_labels=/data/617/images/training_0_49_800_800_100_200/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=99 --n_epochs=100000 --log_dir=log/ratio_50_10k_10k_800_0_99_loss_3 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=0 --save_stitched=1 --loss_type=3

loss_4 @ 10k/10k/100/800

python3 densenet_train.py --train_images=/data/617/images/training_0_49_800_800_100_200/images --train_labels=/data/617/images/training_0_49_800_800_100_200/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=1 --end_id=99 --n_epochs=100000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=1 --test_end_id=99 --save_stitched=1 --loss_type=4 --eval_every=10

python3 densenet_predict.py --images_path=/data/617/images/training_0_49_800_800_100_200/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_800_1_99_4/weights/ --save_path=log/50_10000_10000_800_1_99_4/predict/training_0_49_800_800_100_200 --save_stitched=1 --gpu_id=2 --loss_type=4

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/validation_0_20_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_800_1_99_4/weights/ --save_path=log/50_10000_10000_800_1_99_4/predict/validation_0_20_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4

10k/10k/200/loss_4 @ 800

training @ 10k/10k/200/loss_4/800

python3 densenet_train.py --train_images=/data/617/images/training_0_49_800_800_100_200/images --train_labels=/data/617/images/training_0_49_800_800_100_200/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=199 --n_epochs=100000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=199 --save_stitched=1 --loss_type=4 --eval_every=10

prediction @ training/10k/10k/200/loss_4/800

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/training_0_49_800_800_100_200/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_800_0_199_4/weights/model.ckpt-0 --save_path=log/50_10000_10000_800_0_199_4/test --save_stitched=1 --gpu_id=2 --loss_type=4

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/validation_0_20_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_800_0_199_4/weights/ --save_path=log/50_10000_10000_800_0_199_4/test --save_stitched=1 --gpu_id=2

random @ 10k/10k/200/loss_4/800

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_49_800_800_100_200/images --train_labels=/data/617/images/training_0_49_800_800_100_200/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=-1 --end_id=199 --n_epochs=100000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=-1 --test_end_id=9 --save_stitched=1 --loss_type=4 --eval_every=10 --load_weights=1

prediction @ random/10k/10k/200/loss_4/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_0_49_800_800_100_200/images --labels_path=/data/617/images/training_0_49_800_800_100_200/labels --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_800_random_200_4/weights/ --save_path=log/50_10000_10000_800_random_200_4/predict/training_0_49_800_800_100_200 --save_stitched=1 --gpu_id=2 --loss_type=4

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/validation_0_20_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_800_random_200_4/weights/ --save_path=log/50_10000_10000_800_random_200_4/predict/validation_0_20_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4

vis @ 800

python3 visDataset.py --images_path=/data/617/images/training_0_49_800_800_100_200/images --labels_path=/data/617/images/training_0_49_800_800_100_200/labels --seg_path=indicator_learning/log/50_10000_10000_800_random_200_4/predict/training_0_49_800_800_100_200/raw --save_path=/data/617/images/training_0_49_800_800_100_200/vis_50_10000_10000_800_random_200_4 --n_classes=3 --start_id=0 --end_id=-1

video @ vis/800

YUN00001_0_239_800_800_800_800 @ vis/800

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/YUN00001_0_239_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_800_random_200_4/weights/ --save_path=log/50_10000_10000_800_random_200_4/predict/YUN00001_0_239_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/YUN00001/images img_ext=jpg patch_seq_path=log/50_10000_10000_800_random_200_4/predict/YUN00001_0_239_800_800_800_800 stitched_seq_path=log/50_10000_10000_800_random_200_4/predict/YUN00001_0_239_800_800_800_800_stitched patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0

50_10000_10000_800_random_200_4_predict_YUN00001_0_239_800_800_800_800_stitched 50_10000_10000_800_random_200_4_predict_YUN00001_0_239_800_800_800_800_stitched_grs_201804241144.zip 50_10000_10000_800_random_200_4_predict_YUN00001_0_239_800_800_800_800_stitched_grs_201804241159.zip

YUN00002_2000_0_1799_800_800_800_800 @ vis/800

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/YUN00002_2000_0_1799_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_800_random_200_4/weights/ --save_path=log/50_10000_10000_800_random_200_4/predict/YUN00002_2000_0_1799_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/YUN00002_2000/images img_ext=jpg patch_seq_path=log/50_10000_10000_800_random_200_4/predict/YUN00002_2000_0_1799_800_800_800_800 stitched_seq_path=log/50_10000_10000_800_random_200_4/predict/YUN00002_2000_0_1799_800_800_800_8000_stitched patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=0.5 patch_ext=jpg

20160122_YUN00002_700_0_1799_800_800_800_800 @ vis/800

CUDA_VISIBLE_DEVICES=0 python3 densenet_predict.py --images_path=/data/617/images/20160122_YUN00002_700_0_1799_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_800_random_200_4/weights/ --save_path=log/50_10000_10000_800_random_200_4/predict/20160122_YUN00002_700_0_1799_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/20160122_YUN00002_700/images img_ext=jpg patch_seq_path=log/50_10000_10000_800_random_200_4/predict/20160122_YUN00002_700_0_1799_800_800_800_800 stitched_seq_path=log/50_10000_10000_800_random_200_4/predict/20160122_YUN00002_700_0_1799_800_800_800_8000_stitched patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=0.5 patch_ext=jpg

python3 ~/PTF/imgSeqToVideo.py src_path=log/50_10000_10000_800_random_200_4/predict/20160122_YUN00002_700_0_1799_800_800_800_8000_stitched save_path=log/50_10000_10000_800_random_200_4/predict/20160122_YUN00002_700_0_1799_800_800_800_8000_stitched.mkv width=1920 height=1080 show_img=0 del_src=1

20161201_YUN00002_0_1799_800_800_800_800 @ vis/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/20161201_YUN00002_0_1799_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_800_random_200_4/weights/ --save_path=log/50_10000_10000_800_random_200_4/predict/20161201_YUN00002_0_1799_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/20161201_YUN00002/images img_ext=jpg patch_seq_path=log/50_10000_10000_800_random_200_4/predict/20161201_YUN00002_0_1799_800_800_800_800 stitched_seq_path=log/50_10000_10000_800_random_200_4/predict/20161201_YUN00002_0_1799_800_800_800_8000_stitched patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=0.5

20170114_YUN00005_0_1799_800_800_800_800 @ vis/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/20170114_YUN00005_0_1799_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_10000_10000_800_random_200_4/weights/ --save_path=log/50_10000_10000_800_random_200_4/predict/20170114_YUN00005_0_1799_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4 --out_ext=jpg --save_raw=0

python3 ~/617_w18/Project/code/stitchSubPatchDataset.py src_path=/data/617/images/20170114_YUN00005/images img_ext=jpg patch_seq_path=log/50_10000_10000_800_random_200_4/predict/20170114_YUN00005_0_1799_800_800_800_800 stitched_seq_path=log/50_10000_10000_800_random_200_4/predict/20170114_YUN00005_0_1799_800_800_800_8000_stitched patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 out_ext=jpg resize_factor=0.5

zip @ vis/800

50_10000_10000_800_random_200_4_predict_training_0_49_800_800_100_200_1_50 50_10000_10000_800_random_200_4_predict_validation_0_20_800_800_800_800

zrbj 50_10000_10000_800_random_200_4_predict_validation_0_20_800_800_800_800 log/50_10000_10000_800_random_200_4/predict/validation_0_20_800_800_800_800/img_XXX_* 1 10

zrbj 50_10000_10000_800_random_200_4_predict_training_0_49_800_800_100_200 log/50_10000_10000_800_random_200_4/predict/training_0_49_800_800_100_200/img_XXX_* 1 10

10k/10k/all @ 800

loss_4 @ 10k/10k/all/800

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_49_800_800_100_200/images --train_labels=/data/617/images/training_0_49_800_800_100_200/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=100000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=99 --save_stitched=1 --loss_type=4 --eval_every=1

15k/10k @ 800

python3 densenet_train.py --test_images=/data/617/images/training_0_49_800_800_100_200/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/ratio_50_1k_10k_800_0_0 --gpu_id=2 --eval_every=10

8k/8k/all/loss_4/augmented @ 800

50 @ 8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_49_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_49_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=8000 --min_indices=8000 --test_start_id=0 --test_end_id=99 --save_stitched=1 --loss_type=4 --eval_every=10

vis @ 50/8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_8000_8000_800_random_401_4/weights/ --save_path=log/50_8000_8000_800_random_401_4/predict/training_32_49_800_800_80_320_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --labels_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --seg_path=log/50_8000_8000_800_random_401_4/predict/training_32_49_800_800_80_320_rot_15_345_4_flip/raw --n_classes=3 --start_id=0 --end_id=-1

validation @ 50/8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/validation_0_20_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_8000_8000_800_random_401_4/weights/ --save_path=log/50_8000_8000_800_random_401_4/predict/validation_0_20_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4

4 @ 8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=8000 --min_indices=8000 --test_start_id=0 --test_end_id=99 --save_stitched=1 --loss_type=4 --eval_every=10

vis @ 4/8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_8000_8000_800_0_320_4/weights/ --save_path=log/50_8000_8000_800_0_320_4/predict/training_32_49_800_800_80_320_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --labels_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --seg_path=log/50_8000_8000_800_0_320_4/predict/training_32_49_800_800_80_320_rot_15_345_4_flip/raw --n_classes=3 --start_id=0 --end_id=-1

no_aug @ 4/8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_8000_8000_800_0_320_4/weights/ --save_path=log/50_8000_8000_800_0_320_4/predict/training_32_49_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --labels_path=/data/617/images/training_32_49_800_800_800_800/labels --seg_path=log/50_8000_8000_800_0_320_4/predict/training_32_49_800_800_800_800/raw --n_classes=3 --start_id=0 --end_id=-1

stitched @ 4/8k/8k/all/loss_4/augmented/800

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/training_32_49/images img_ext=jpg patch_seq_path=log/50_8000_8000_800_0_320_4/predict/training_32_49_800_800_800_800 stitched_seq_path=log/50_8000_8000_800_0_320_4/predict/training_32_49/raw patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=png del_patch_seq=0

python3 ../visDataset.py --images_path=/data/617/images/training_32_49/images --labels_path=/data/617/images/training_32_49/labels --seg_path=log/50_8000_8000_800_0_320_4/predict/training_32_49/raw --n_classes=3 --start_id=0 --end_id=-1

8 @ 8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_7_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_7_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=8000 --min_indices=8000 --test_start_id=0 --test_end_id=99 --save_stitched=1 --loss_type=4 --eval_every=10

vis @ 8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_8000_8000_800_0_431_4/weights/ --save_path=log/50_8000_8000_800_0_431_4/predict/training_32_49_800_800_80_320_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --labels_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --seg_path=log/50_8000_8000_800_0_431_4/predict/training_32_49_800_800_80_320_rot_15_345_4_flip/raw--n_classes=3 --start_id=0 --end_id=-1

no_aug @ vis/8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_8000_8000_800_0_431_4/weights/ --save_path=log/50_8000_8000_800_0_431_4/predict/training_32_49_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --labels_path=/data/617/images/training_32_49_800_800_800_800/labels --seg_path=log/50_8000_8000_800_0_431_4/predict/training_32_49_800_800_800_800/raw --n_classes=3 --start_id=0 --end_id=-1

stitched @ vis/8k/8k/all/loss_4/augmented/800

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/training_32_49/images img_ext=jpg patch_seq_path=log/50_8000_8000_800_0_431_4/predict/training_32_49_800_800_800_800 stitched_seq_path=log/50_8000_8000_800_0_431_4/predict/training_32_49/raw patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=png del_patch_seq=0

python3 ../visDataset.py --images_path=/data/617/images/training_32_49/images --labels_path=/data/617/images/training_32_49/labels --seg_path=log/50_8000_8000_800_0_431_4/predict/training_32_49/raw --n_classes=3 --start_id=0 --end_id=-1

16 @ 8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_15_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_15_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=8000 --min_indices=8000 --test_start_id=0 --test_end_id=99 --save_stitched=1 --loss_type=4 --eval_every=10 --load_weights=0

vis @ 8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_8000_8000_800_0_920_4/weights/ --save_path=log/50_8000_8000_800_0_920_4/predict/training_32_49_800_800_80_320_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --labels_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --seg_path=log/50_8000_8000_800_0_920_4/predict/training_32_49_800_800_80_320_rot_15_345_4_flip/raw --n_classes=3 --start_id=0 --end_id=-1

no_aug @ vis/8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_8000_8000_800_0_920_4/weights/ --save_path=log/50_8000_8000_800_0_920_4/predict/training_32_49_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --labels_path=/data/617/images/training_32_49_800_800_800_800/labels --seg_path=log/50_8000_8000_800_0_920_4/predict/training_32_49_800_800_800_800/raw --n_classes=3 --start_id=0 --end_id=-1

stitched @ vis/8k/8k/all/loss_4/augmented/800

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/training_32_49/images img_ext=jpg patch_seq_path=log/50_8000_8000_800_0_920_4/predict/training_32_49_800_800_800_800 stitched_seq_path=log/50_8000_8000_800_0_920_4/predict/training_32_49/raw patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=png del_patch_seq=0

python3 ../visDataset.py --images_path=/data/617/images/training_32_49/images --labels_path=/data/617/images/training_32_49/labels --seg_path=log/50_8000_8000_800_0_920_4/predict/training_32_49/raw --n_classes=3 --start_id=0 --end_id=-1

24 @ 8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_23_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_23_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=8000 --min_indices=8000 --test_start_id=0 --test_end_id=99 --save_stitched=1 --loss_type=4 --eval_every=10 --load_weights=1

vis @ 8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_8000_8000_800_0_1505_4/weights/ --save_path=log/50_8000_8000_800_0_1505_4/predict/training_32_49_800_800_80_320_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --labels_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --seg_path=log/50_8000_8000_800_0_1505_4/predict/training_32_49_800_800_80_320_rot_15_345_4_flip/raw --n_classes=3 --start_id=0 --end_id=-1

no_aug @ vis/8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_8000_8000_800_0_1505_4/weights/ --save_path=log/50_8000_8000_800_0_1505_4/predict/training_32_49_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --labels_path=/data/617/images/training_32_49_800_800_800_800/labels --seg_path=log/50_8000_8000_800_0_1505_4/predict/training_32_49_800_800_800_800/raw --n_classes=3 --start_id=0 --end_id=-1

stitched @ vis/8k/8k/all/loss_4/augmented/800

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/training_32_49/images img_ext=jpg patch_seq_path=log/50_8000_8000_800_0_1505_4/predict/training_32_49_800_800_800_800 stitched_seq_path=log/50_8000_8000_800_0_1505_4/predict/training_32_49/raw patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=png del_patch_seq=0

python3 ../visDataset.py --images_path=/data/617/images/training_32_49/images --labels_path=/data/617/images/training_32_49/labels --seg_path=log/50_8000_8000_800_0_1505_4/predict/training_32_49/raw --n_classes=3 --start_id=0 --end_id=-1

32 @ 8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_31_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_31_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=8000 --min_indices=8000 --test_start_id=0 --test_end_id=99 --save_stitched=1 --loss_type=4 --eval_every=10 --preload_images=0 --load_weights=1

vis @ 8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_8000_8000_800_0_1586_4/weights/ --save_path=log/50_8000_8000_800_0_1586_4/predict/training_32_49_800_800_80_320_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --labels_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --seg_path=log/50_8000_8000_800_0_1586_4/predict/training_32_49_800_800_80_320_rot_15_345_4_flip/raw --n_classes=3 --start_id=0 --end_id=-1

no_aug @ vis/8k/8k/all/loss_4/augmented/800

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/50_8000_8000_800_0_1586_4/weights/ --save_path=log/50_8000_8000_800_0_1586_4/predict/training_32_49_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4

python3 ../visDataset.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --labels_path=/data/617/images/training_32_49_800_800_800_800/labels --seg_path=log/50_8000_8000_800_0_1586_4/predict/training_32_49_800_800_800_800/raw --n_classes=3 --start_id=0 --end_id=-1

stitched @ vis/8k/8k/all/loss_4/augmented/800

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/training_32_49/images img_ext=jpg patch_seq_path=log/50_8000_8000_800_0_1586_4/predict/training_32_49_800_800_800_800 stitched_seq_path=log/50_8000_8000_800_0_1586_4/predict/training_32_49/raw patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=png del_patch_seq=0

python3 ../visDataset.py --images_path=/data/617/images/training_32_49/images --labels_path=/data/617/images/training_32_49/labels --seg_path=log/50_8000_8000_800_0_1586_4/predict/training_32_49/raw --n_classes=3 --start_id=0 --end_id=-1

800_retraining

4__non_aug @ 800_retraining

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_800_800/images --train_labels=/data/617/images/training_0_3_800_800_800_800/labels --test_images=/data/617/images/training_32_49_800_800_800_800/images --test_labels=/data/617/images/training_32_49_800_800_800_800/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --load_weights=0 --log_dir=log/rt2_training_0_3_800_800_800_800 --lr_dec_rate=0.90 --lr_dec_epochs=10 --psi_act_type=1

4 @ 800_retraining

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --load_weights=0 --log_dir=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.90 --lr_dec_epochs=10 --psi_act_type=1

loss_1 @ 4/800_retraining

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=1 --eval_every=1 --load_weights=0 --log_dir=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1

12_layers @ 4/800_retraining

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --load_weights=0 --log_dir=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --n_layers=12

vis @ 4/800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_4_elu/weights_acc/ --save_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_4_elu/predict_acc/training_32_49_800_800_80_320_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --save_seg=0 --psi_act_type=1

loss_1 @ vis/4/800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_1_elu/weights_acc/ --save_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_1_elu/predict_acc/training_32_49_800_800_80_320_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --save_seg=0 --loss_type=1 --psi_act_type=1

vis_no_aug @ 4/800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_4_elu/weights_acc/ --save_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_4_elu/predict_acc/training_32_49_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_32_49_800_800_800_800/labels --psi_act_type=1

loss_1 @ vis_no_aug/4/800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --labels_path=/data/617/images/training_32_49_800_800_800_800/labels --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_1_elu/weights/ --save_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_1_elu/predict/training_32_49_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=1 --psi_act_type=1

vis_stitched @ 4/800_retraining

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/training_32_49/images labels_path=/data/617/images/training_32_49/labels patch_seq_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_4_elu/predict_acc/training_32_49_800_800_800_800 stitched_seq_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_4_elu/predict_acc/training_32_49/raw patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=png del_patch_seq=0

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/training_32_49/images labels_path=/data/617/images/training_32_49/labels patch_seq_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_1_elu/predict/training_32_49_800_800_800_800 stitched_seq_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_1_elu/predict/training_32_49/raw patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=png del_patch_seq=0

python3 ../visDataset.py --images_path=/data/617/images/training_32_49/images --labels_path=/data/617/images/training_32_49/labels --seg_path=log/training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_4/predict/training_32_49/raw --n_classes=3 --start_id=0 --end_id=-1

vis_no_aug__4_49 @ 4/800_retraining

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_4_49_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_4_elu/weights_acc/ --save_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_4_elu/predict_acc/training_4_49_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_4_49_800_800_800_800/labels --psi_act_type=1

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/training_4_49/images labels_path=/data/617/images/training_4_49/labels patch_seq_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_4_elu/predict_acc/training_4_49_800_800_800_800 stitched_seq_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_320_4_elu/predict_acc/training_4_49/raw patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=png del_patch_seq=0

8 @ 800_retraining

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_7_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_7_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --load_weights=1 --log_dir=log/rt2_training_0_7_800_800_80_320_rot_15_345_4_flip_95_10 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1

loss_1 @ 8/800_retraining

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_7_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_7_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=1 --eval_every=1 --load_weights=1 --log_dir=log/training_0_7_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1

vis @ loss_1/8/800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_7_800_800_80_320_rot_15_345_4_flip_95_10_50_10000_10000_800_0_581_4/weights_acc/ --save_path=log/rt2_training_0_7_800_800_80_320_rot_15_345_4_flip_95_10_50_10000_10000_800_0_581_4/predict_acc/training_32_49_800_800_80_320_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --save_seg=0 --psi_act_type=1

vis_no_aug @ loss_1/8/800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_7_800_800_80_320_rot_15_345_4_flip_95_10_50_10000_10000_800_0_581_4/weights_acc/ --save_path=log/rt2_training_0_7_800_800_80_320_rot_15_345_4_flip_95_10_50_10000_10000_800_0_581_4/predict_acc/training_32_49_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_32_49_800_800_800_800/labels --psi_act_type=1

vis_stitched @ loss_1/8/800_retraining

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/training_32_49/images labels_path=/data/617/images/training_32_49/labels patch_seq_path=log/rt2_training_0_7_800_800_80_320_rot_15_345_4_flip_95_10_50_10000_10000_800_0_581_4/predict_acc/training_32_49_800_800_800_800 stitched_seq_path=log/rt2_training_0_7_800_800_80_320_rot_15_345_4_flip_95_10_50_10000_10000_800_0_581_4/predict_acc/training_32_49/raw patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 img_ext=png del_patch_seq=0

16 @ 800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_train.py --train_images=/data/617/images/training_0_15_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_15_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --load_weights=1 --log_dir=log/rt2_training_0_15_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1

vis @ 16/800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_15_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_10_4/weights_acc/ --save_path=log/rt2_training_0_15_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_10_4/predict_acc/training_32_49_800_800_80_320_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --save_seg=0 --psi_act_type=1

vis_no_aug @ 16/800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_15_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_10_4/weights_acc/ --save_path=log/rt2_training_0_15_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_10_4/predict_acc/training_32_49_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_32_49_800_800_800_800/labels --psi_act_type=1

vis_stitched @ 16/800_retraining

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/training_32_49/images labels_path=/data/617/images/training_32_49/labels patch_seq_path=log/rt2_training_0_15_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_10_4/predict_acc/training_32_49_800_800_800_800 stitched_seq_path=log/rt2_training_0_15_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_10_4/predict_acc/training_32_49/raw patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 img_ext=png del_patch_seq=0

24 @ 800_retraining

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_23_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_23_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --load_weights=1 --log_dir=log/rt2_training_0_23_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1

vis @ 24/800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_23_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1274_4_elu/weights_acc/ --save_path=log/rt2_training_0_23_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1274_4_elu/predict_acc/training_32_49_800_800_80_320_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --save_seg=0 --psi_act_type=1

vis_no_aug @ 24/800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_23_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1274_4_elu/weights_acc/ --save_path=log/rt2_training_0_23_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1274_4_elu/predict_acc/training_32_49_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_32_49_800_800_800_800/labels --psi_act_type=1

vis_stitched @ 24/800_retraining

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/training_32_49/images labels_path=/data/617/images/training_32_49/labels patch_seq_path=log/rt2_training_0_23_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1274_4_elu/predict_acc/training_32_49_800_800_800_800 stitched_seq_path=log/rt2_training_0_23_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1274_4_elu/predict_acc/training_32_49/raw patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 img_ext=png del_patch_seq=0

32 @ 800_retraining

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_31_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_31_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=1 --n_epochs=80000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=1 --save_stitched=1 --loss_type=4 --eval_every=1 --load_weights=1 --log_dir=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1

vis @ 32/800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/weights_acc/ --save_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/training_32_49_800_800_80_320_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --save_seg=0 --psi_act_type=1

vis_no_aug @ 32/800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/weights_acc/ --save_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/training_32_49_800_800_800_800 --save_stitched=0 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_32_49_800_800_800_800/labels --psi_act_type=1

vis_stitched @ 32/800_retraining

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/training_32_49/images labels_path=/data/617/images/training_32_49/labels patch_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/training_32_49_800_800_800_800 stitched_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/training_32_49/raw patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=1 img_ext=png del_patch_seq=0

YUN00001 @ 32/800_retraining

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/YUN00001_0_8999_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/weights_acc/ --save_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/YUN00001_0_8999_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4 --psi_act_type=1

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/YUN00001/images patch_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/YUN00001_0_8999_800_800_800_800 stitched_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/YUN00001 patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 img_ext=png del_patch_seq=1 out_ext=mkv width=1920 height=1080

YUN00001_3600 @ 32/800_retraining

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/YUN00001_3600_0_3599_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/weights_acc/ --save_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/YUN00001_3600_0_3599_800_800_800_800 --save_stitched=0 --save_seg=1 --gpu_id=2 --loss_type=4 --psi_act_type=1

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/YUN00001_3600/images patch_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/YUN00001_3600_0_3599_800_800_800_800 stitched_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/YUN00001_3600 patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=jpg del_patch_seq=0 out_ext=mkv width=1920 height=1080

vis_png @ 32/800_retraining

20160122_YUN00002_700_2500 @ vis_png/32/800_retraining

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/20160122_YUN00002_700_2500/images patch_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/20160122_YUN00002_700_2500_0_1799_800_800_800_800/raw stitched_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/20160122_YUN00002_700_2500 patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=jpg del_patch_seq=0 out_ext=png

20160122_YUN00020_2000_3800 @ vis_png/32/800_retraining

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/20160122_YUN00020_2000_3800/images patch_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/20160122_YUN00020_2000_3800_0_1799_800_800_800_800/raw stitched_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/20160122_YUN00020_2000_3800 patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=jpg del_patch_seq=0 out_ext=png

20161203_Deployment_1_YUN00001_900_2700 @ vis_png/32/800_retraining

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/20161203_Deployment_1_YUN00001_900_2700/images patch_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/20161203_Deployment_1_YUN00001_900_2700_0_1799_800_800_800_800/raw stitched_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/20161203_Deployment_1_YUN00001_900_2700 patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=jpg del_patch_seq=0 out_ext=png

20161203_Deployment_1_YUN00002_1800 @ vis_png/32/800_retraining

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/20161203_Deployment_1_YUN00002_1800/images patch_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/20161203_Deployment_1_YUN00002_1800_0_1799_800_800_800_800/raw stitched_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/20161203_Deployment_1_YUN00002_1800 patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=jpg del_patch_seq=0 out_ext=png

YUN00001_3600 @ vis_png/32/800_retraining

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/YUN00001_3600/images patch_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/YUN00001_3600_0_3599_800_800_800_800/raw stitched_seq_path=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_50_10000_10000_800_0_1586_4_elu/predict_acc/YUN00001_3600 patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=jpg del_patch_seq=0 out_ext=png

20161203_Deployment_1_YUN00001_900_2700 @ vis_png/32/800_retraining

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/20161203_Deployment_1_YUN00001_900_2700/images img_ext=jpg patch_seq_path=log/vgg_unet2_0_31_640_640_64_256_rot_15_345_4_flip/20161203_Deployment_1_YUN00001_900_2700_0_1799_640_640_640_640_max_val_acc/raw stitched_seq_path=log/vgg_unet2_0_31_640_640_64_256_rot_15_345_4_flip/20161203_Deployment_1_YUN00001_900_2700_max_val_acc patch_height=640 patch_width=640 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=jpg out_ext=png

20161203_Deployment_1_YUN00002_1800 @ vis_png/32/800_retraining

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/20161203_Deployment_1_YUN00002_1800/images img_ext=jpg patch_seq_path=log/vgg_unet2_0_31_640_640_64_256_rot_15_345_4_flip/20161203_Deployment_1_YUN00002_1800_0_1799_640_640_640_640_max_val_acc/raw stitched_seq_path=log/vgg_unet2_0_31_640_640_64_256_rot_15_345_4_flip/20161203_Deployment_1_YUN00002_1800_max_val_acc patch_height=640 patch_width=640 start_id=0 end_id=-1 show_img=0 stacked=0 method=1 normalize_patches=0 img_ext=jpg out_ext=png

fixed_lr @ 32/800_retraining

CUDA_VISIBLE_DEVICES=2 python3 densenet_train.py --train_images=/data/617/images/training_0_31_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_31_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --load_weights=1 --log_dir=log/flr_training_0_31_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=1.00 --lr_dec_epochs=0 --psi_act_type=1

loss_1 @ 32/800_retraining

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_31_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_31_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=1 --eval_every=1 --load_weights=1 --log_dir=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_95_10 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1

18_layers @ 32/800_retraining

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_31_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_31_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_800_800/images --test_labels=/data/617/images/training_32_49_800_800_800_800/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --load_weights=1 --log_dir=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_18 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --n_layers=18 --preload_images=0

21_layers @ 32/800_retraining

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_31_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_31_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_800_800/images --test_labels=/data/617/images/training_32_49_800_800_800_800/labels --height=800 --width=800 --index_percent=50 --n_classes=3 --start_id=0 --end_id=10 --n_epochs=80000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --load_weights=1 --log_dir=log/rt2_training_0_31_800_800_80_320_rot_15_345_4_flip_21 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --n_layers=21 --preload_images=0

21_layers__640 @ 32/800_retraining

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_31_640_640_64_256_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_31_640_640_64_256_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_640_640_640_640/images --test_labels=/data/617/images/training_32_49_640_640_640_640/labels --height=640 --width=640 --index_percent=50 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=64000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --load_weights=1 --log_dir=log/rt2_training_0_31_640_640_64_256_rot_15_345_4_flip_21 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --n_layers=21 --preload_images=0

24_layers__640 @ 32/800_retraining

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_31_640_640_64_256_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_31_640_640_64_256_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_640_640_640_640/images --test_labels=/data/617/images/training_32_49_640_640_640_640/labels --height=640 --width=640 --index_percent=50 --n_classes=3 --start_id=0 --end_id=10 --n_epochs=64000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --load_weights=1 --log_dir=log/rt2_training_0_31_640_640_64_256_rot_15_345_4_flip_24 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --n_layers=24 --preload_images=0

800_retraining_fixed_indices

4__non_aug @ 800_retraining_fixed_indices

2 @ 4__non_aug/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_800_800/images --train_labels=/data/617/images/training_0_3_800_800_800_800/labels --test_images=/data/617/images/training_32_49_800_800_800_800/images --test_labels=/data/617/images/training_32_49_800_800_800_800/labels --height=800 --width=800 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=2 --min_indices=2 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_800_800_800_800 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

mv rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_0_2_2_800_0_17_4_elu rt2_training_0_3_800_800_800_800_0_2_2_800_0_17_4_elu

10 @ 4__non_aug/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_800_800/images --train_labels=/data/617/images/training_0_3_800_800_800_800/labels --test_images=/data/617/images/training_32_49_800_800_800_800/images --test_labels=/data/617/images/training_32_49_800_800_800_800/labels --height=800 --width=800 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=10 --min_indices=10 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_800_800_800_800 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

mv rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_0_10_10_800_0_17_4_elu rt2_training_0_3_800_800_800_800_0_10_10_800_0_17_4_elu

100 @ 4__non_aug/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_800_800/images --train_labels=/data/617/images/training_0_3_800_800_800_800/labels --test_images=/data/617/images/training_32_49_800_800_800_800/images --test_labels=/data/617/images/training_32_49_800_800_800_800/labels --height=800 --width=800 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=100 --min_indices=100 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_800_800_800_800 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

mv rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_0_100_100_800_0_17_4_elu rt2_training_0_3_800_800_800_800_0_100_100_800_0_17_4_elu

1000 @ 4__non_aug/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_800_800/images --train_labels=/data/617/images/training_0_3_800_800_800_800/labels --test_images=/data/617/images/training_32_49_800_800_800_800/images --test_labels=/data/617/images/training_32_49_800_800_800_800/labels --height=800 --width=800 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=1000 --min_indices=1000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_800_800_800_800 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

mv rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_0_1000_1000_800_0_17_4_elu rt2_training_0_3_800_800_800_800_0_1000_1000_800_0_17_4_elu

4 @ 800_retraining_fixed_indices

2 @ 4/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=2 --min_indices=2 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

5 @ 4/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=5 --min_indices=5 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

10 @ 4/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=10 --min_indices=10 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

100 @ 4/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=100 --min_indices=100 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

vis @ 4/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_0_100_100_800_0_320_4_elu/weights_acc/ --save_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_0_100_100_800_0_320_4_elu/predict_acc/training_32_49_800_800_80_320_rot_15_345_4_flip --save_stitched=1 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --save_seg=0 --psi_act_type=1

vis_no_aug @ 4/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=1 python3 densenet_predict.py --images_path=/data/617/images/training_32_49_800_800_800_800/images --height=800 --width=800 --n_classes=3 --start_id=0 --end_id=-1 --weights_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_0_100_100_800_0_320_4_elu/weights_acc/ --save_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_0_100_100_800_0_320_4_elu/predict_acc/training_32_49_800_800_800_800 --save_stitched=1 --gpu_id=2 --loss_type=4 --labels_path=/data/617/images/training_32_49_800_800_800_800/labels --psi_act_type=1

vis_stitched @ 4/800_retraining_fixed_indices

python3 ../stitchSubPatchDataset.py src_path=/data/617/images/training_32_49/images labels_path=/data/617/images/training_32_49/labels patch_seq_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_0_100_100_800_0_320_4_elu/predict_acc/training_32_49_800_800_800_800 stitched_seq_path=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip_0_100_100_800_0_320_4_elu/predict_acc/training_32_49/raw patch_height=800 patch_width=800 start_id=0 end_id=-1 show_img=0 stacked=1 method=1 normalize_patches=0 img_ext=png del_patch_seq=0

1K @ 4/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=1000 --min_indices=1000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1

5K @ 4/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_3_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=5000 --min_indices=5000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

16 @ 800_retraining_fixed_indices

100 @ 16/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_15_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_15_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=100 --min_indices=100 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_15_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

1K @ 16/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_15_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_15_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=1000 --min_indices=1000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_15_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1

5K @ 16/800_retraining_fixed_indices

CUDA_VISIBLE_DEVICES=0 python3 densenet_train.py --train_images=/data/617/images/training_0_15_800_800_80_320_rot_15_345_4_flip/images --train_labels=/data/617/images/training_0_15_800_800_80_320_rot_15_345_4_flip/labels --test_images=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/images --test_labels=/data/617/images/training_32_49_800_800_80_320_rot_15_345_4_flip/labels --height=800 --width=800 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=5000 --min_indices=5000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_15_800_800_80_320_rot_15_345_4_flip --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

640_retraining

4 @ 640_retraining

sel_2 @ 4/640_retraining

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_640_640_640_640/images --train_labels=/data/617/images/training_0_3_640_640_640_640/labels --test_images=/data/617/images/training_32_49_640_640_640_640/images --test_labels=/data/617/images/training_32_49_640_640_640_640/labels --height=640 --width=640 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=80000 --gpu_id=2 --max_indices=2 --min_indices=2 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_640_640_640_640 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

sel_10 @ 4/640_retraining

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_640_640_640_640/images --train_labels=/data/617/images/training_0_3_640_640_640_640/labels --test_images=/data/617/images/training_32_49_640_640_640_640/images --test_labels=/data/617/images/training_32_49_640_640_640_640/labels --height=640 --width=640 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=1000 --gpu_id=2 --max_indices=10 --min_indices=10 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_640_640_640_640 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

sel_100 @ 4/640_retraining

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_640_640_640_640/images --train_labels=/data/617/images/training_0_3_640_640_640_640/labels --test_images=/data/617/images/training_32_49_640_640_640_640/images --test_labels=/data/617/images/training_32_49_640_640_640_640/labels --height=640 --width=640 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=1000 --gpu_id=2 --max_indices=100 --min_indices=100 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_640_640_640_640 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

sel_1000 @ 4/640_retraining

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_640_640_640_640/images --train_labels=/data/617/images/training_0_3_640_640_640_640/labels --test_images=/data/617/images/training_32_49_640_640_640_640/images --test_labels=/data/617/images/training_32_49_640_640_640_640/labels --height=640 --width=640 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=1000 --gpu_id=2 --max_indices=1000 --min_indices=1000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_640_640_640_640 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0

sel_10000 @ 4/640_retraining

CUDA_VISIBLE_DEVICES=1 python3 densenet_train.py --train_images=/data/617/images/training_0_3_640_640_640_640/images --train_labels=/data/617/images/training_0_3_640_640_640_640/labels --test_images=/data/617/images/training_32_49_640_640_640_640/images --test_labels=/data/617/images/training_32_49_640_640_640_640/labels --height=640 --width=640 --index_percent=0 --n_classes=3 --start_id=0 --end_id=-1 --n_epochs=1000 --gpu_id=2 --max_indices=10000 --min_indices=10000 --test_start_id=0 --test_end_id=-1 --save_stitched=1 --loss_type=4 --eval_every=1 --log_dir=log/rt2_training_0_3_640_640_640_640 --lr_dec_rate=0.95 --lr_dec_epochs=10 --psi_act_type=1 --load_weights=1 --preload_images=0