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Published May 12, 2018 | Version 0.3
Software Open

fizyr/keras-retinanet 0.3

Description

Changes since last release

  • Implement DenseNet, VGG backbones.
  • Add option to freeze backbone layers.
  • Add logging of evaluation to tensorboard.
  • Add pretty colors for 80 classes.
  • Fix batch_size > 1 issues.
  • Refactor model outputs (should hopefully stay like this now).
  • Simplified training by splitting into "training model" and "inference model".
  • Add structure for backbone specific functions (such as load_model).
  • Encode regression as x1/y1/x2/y2 offsets (increases mAP to 0.350, previously 0.345).
  • Use nearest upsampling method.

Credits to: @vidosits @cgratie @DiegoAgher @eduramiba @GuillaumeErhard @Muhannes @hgaiser @iver56 @jjiunlin @srslynow @de-vri-es @Ori226 @pedroconceicao @pderian @rodrigo2019 @lvaleriu @yhenon

Files

fizyr/keras-retinanet-0.3.zip

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