Pinned Loading

1. Accumulating gradients to reduce mem... Accumulating gradients to reduce memory requirement per forward pass (using MNIST)

   1

   import numpy as np

   2

   import tensorflow as tf

   3

   4

   from tensorflow.examples.tutorials.mnist import input_data

   5

2. Random Affine Crop in the style of A... Random Affine Crop in the style of Albumentations for a Rasterio Dataset with minimal dependencies

   1

   # Utility functions for managing 3x3 matrices for cv2.warpAffine in pure numpy

   2

   3

   import numpy as np

   4

   5

3. Mean average precision for object de... Mean average precision for object detection

   1

   # Reimplementation of: https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/object_detection/metrics/mean_avg_precision.py

   2

   # Now with more vectorisation!

   3

   4

   def precision_recall_curve_th(is_tp, confs, n_true, eps=1e-8):

   5

       # Sort by confs

4. basic-waveform-visualiser basic-waveform-visualiser Public

   A simple waveform visualiser that takes input from the microphone. Has GUI with some simple parameters.

   Python