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Add support for image absolute path by using the "parent" directory in the data.yaml #2071

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@hanochk hanochk commented Aug 8, 2024

In the 2nd option : file: path/images.txt the "path: " can serve as an absolute path for the image folders given inside "train :" field rather than the current option strict which is the parent folder.

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hanochk commented Aug 31, 2024

check train dataset objects class id violation. n-ch in as param.
Adam was replaced by AdamW which is more stable in terms of weight decay range.

hanoch added 23 commits September 15, 2024 09:20
…B , inversion aug is dtype dependant. test.py : verbose save class mAP , mAP per size. ClearML support
gradient clipping with optimizer scaler
CLearML connect config
scaling before mosaic with predefined filling_value according to img precision chnaged by scaling before mosaic. filling uint16 with image.mean()
detect.py : align to latest changes as test.py
test.py : support in large object size metrices stats_all_large
plots.py : plot detections with th>0.1 (not 0.25)
…uce edges artifacts.

mAP per med/large exclusively
hanoch added 22 commits November 11, 2024 11:22
…ndartization Stability increasing epsilon to 1e-5. Random padding. Replace Albumentation Gamma aug by skimage one more stable
…training set excluding Test19G swiss with bad NUC compensation
…ecall. test.py : adding preds/gts per image to csv for error analysis
… issue the prediction over the random padding area should be omitted from calculation
… issue the prediction over the random padding area should be omitted from calculation
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