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v0.10.0

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@yuyu2172 yuyu2172 released this 01 Jun 09:11
· 1641 commits to master since this release
e626bc8

This release only supports ChainerMN v1.3.

Spotlight Feature

We added various algorithms.

  • Inference code of FCIS ResNet101 #568 (Thank you knorth55 !)
  • Inference code of YOLOv3 #586
  • Inference code of YOLOv2 #586
  • Inference code of PSPNet #610

We wrote our license term more explicitly (check here).

  • Note pretrained models' license #631

We use AWS to host pretrained weights

  • Use official hosting #633

API Changes

  • Stop using nobias=False for ResNet101 and ResNet152 with the He architecture #621

New Features

  • multi GPU evaluation of semantic segmentation #629

New tutorials

Implemented enhancements:

  • ChainerMN 1.3 #619
  • Use loc, obj, conf in YOLO #618
  • use --foo-bar style in argparse #617
  • args --pretrained_model -> --pretrained-model #616 (Thank you knorth55!)
  • fix typo in examples/instance_segmentation/eval_sbd.py #615 (Thank you knorth55!)
  • Chainer 5.0.0b1 #614
  • run_module missing in test_fcis_resnet101 #611
  • add instance segmentation voc evaluator extensions #609 (Thank you knorth55!)
  • update fcis variable names #608 (Thank you knorth55!)
  • Simplify mask voting #607
  • Delete unnecessary assignment in ProposalCreator #604 (Thank you t2kasa!)
  • Improve pretrained tests #599
  • Delete attr.disk #598
  • misc fix for YOLOv3 #593
  • add prepare_pretrained_model #591
  • update fcis variables names #587 (Thank you knorth55!)
  • Use prob more strictly inside SSD and Faster R-CNN #584
  • add more badges in README #581 (Thank you knorth55!)
  • Add exclude option to style_checker.py #441
  • Fix bbox_to_mask to return np.float32 #625 (Thank you knorth55!)
  • add prob clipping for mask_voting #606 (Thank you knorth55!)
  • Fix hacking version #597
  • Let YOLOv3.predict accept input image other than float32 #594 (Thank you ronekko!)
  • Add FCIS to README #632
  • Add PSPNet to README #630
  • Fix pickle issue in train_multi.py in SSD #623
  • Add YOLO to README #590
  • str --> string #583