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New release with more features and bug fix

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@fredzzhang fredzzhang released this 23 Dec 10:05
· 52 commits to master since this release
b16c326
  • New classes pocket.utils.BoxAssociation and pocket.utils.BoxPairAssociation that handles association for detection tasks
  • Visualisation of bounding box pairs with pocket.utils.draw_box_pairs
  • Fixed a bug in pocket.utils.AveragePrecisionMeters and pocket.utils.DetectionAPMeter regarding handling division by zero
  • Allow the precision for float-point data in average precision meters
  • Allow single process when computing average precision to avoid an error related to the number of file descriptors
  • Remove obsolete object classes in MS COCO (91->80) for Faster R-CNN
  • New class pocket.ops.RandomHorizontalFlip that handles both images and bounding boxes
  • Include learning rate scheduler as a state variable in learning engines
  • A few other minor changes