ChainerCV Files

This release only supports Chainer v5 and not Chainer v4. For those users using Chainer v4, please update the version of Chainer or use ChainerCV v0.10.

Spotlight - Add FCIS training link #620 (Thank you knorth55!) - Implement SE-ResNeXt. #659 (Thank you g-votte!) - Implement SE-ResNet #655 (Thank you g-votte!)

New Featrues - add InstanceSegmentationCOCOEvaluator #674 (Thank you knorth55!) - Add COCO instance segmentation evaluation #671 (Thank you knorth55!) - Add COCO Instance segmentation dataset #665 (Thank you knorth55!) - Add DetectionCOCOEvaluator #648 - Add COCOBboxDataset #453 - Add eval_detection_coco #456 - add rotate_bbox #692 (Thank you knorth55!) - add rotate transforms for image #690 (Thank you knorth55!)

API Change - The order of the arguments of resize_contain changed #660

Implemented Enhancements

• Remove angle range in rotate_bbox and rotate #699 (Thank you knorth55!)
• fix travis with Chainerv5 #717
• Fix failing CUB tests #716
• Release objects in tests #703
• Use return_indices in SegNet#704
• allreduce -> allreduce_obj #705
• nosetests -> pytest #706
• add run_module #707
• Fix installation of pycocotools #709
• Fix division in eval_cityscapes_multi.py #710
• fix failing flake8 #712
• fix doc badge link #700 (Thank you knorth55!)
• Fix DeprecationWarning #702 (Thank you ktns!)
• make mask_to_bbox support all False mask #701
• Use COCO2017 #694
• refine transforms_tests/bbox_tests #689 (Thank you knorth55!)
• assert flip image ndim == 3 #688 (Thank you knorth55!)
• Refactor FCIS codes #672 (Thank you knorth55!)
• Fix doc and style of SEResNet #656
• Use unittest.skipUnless #641
• Support bool in SliceableDataset #638
• Fix coco instance dataset test #687 (Thank you knorth55!)
• use kwargs for ResBlock in pspnet #686 (Thank you knorth55!)
• fix cocoapi repo in .travis.yml #675 (Thank you knorth55!)
• fix typo in examples/fcis/README.md #658 (Thank you knorth55!)
• weight -> width in README #657
• fix ssd.multibox_loss with comm #654
• Do not use lambdas for add_getter #652
• Fix downloading COCO data #650
• Use http in OnlineProductsDataset #649
• fix eval_detection_coco to work when classes are missing #647
• Fix typo in COCOBBoxDataset #639
• deprecate random_rotate #693
• Fix typo in caffe2npz.py #678
• Add Mxnet model to Chainer convert script for FCIS #664 (Thank you knorth55!)
• Fix doc of eval_detection_coco #645
• Add Ogawa as author #642
• fix typo in faster_rcnn_train_chain #640 (Thank you knorth55!)
• Change assert_is_bbox_dataset to pass with zero-sized bbox #452
• Check that zero-sized bounding box can be generated by generate_random_bbox #451
• Check that assert_is_bbox passes 0 sized bbox #450
• Add a test for OnlineProductsDataset #400