v0.12.0

Spotlight

• Feature Pyramid Networks #685
• Add ResNet training code #436
• Add training part of PSPNet #634
• Add FCIS coco demo, training and evaluation #724 (Thank you knorth55!)
• Add YOLOv2 tiny #711

New Features

• Add COCOSemanticSegmentationDataset #736
• Add interpolation and fill options to rotate #739
• Add make_shift #726

API change

• change range of labels for ADE20K #743

Enhancement

• Enable cv2/InfiniBand hack #769
• Perform batch size check before converting scales #762 (Thank you 23pointsNorth!)
• Unify evaluation for semantic segmentation #749
• Use PIL and cv2 for rotate #740
• use scales (tuple of floats) in region_proposal_network #729 (Thank you knorth55!)
• Remove version specification of OpenCV #728
• raise error when year=2017 and split in [minival, valminusminival] #725 (Thank you knorth55!)
• use cupy.RawKernel in non_maximum_suppression #723 (Thank you knorth55!)
• Use f.convert('L') to read grayscale in read_image() #695 (Thank you 69guitar1015!)
• Fix PickableSequentialChain.copy() #764 (Thank you ktns!)
• Fix docstring of ProposalTargetCreator #758 (Thank you nai62!)
• return empty bbox when input mask is empty in mask_to_bbox #754 (Thank you knorth55!)
• fix typo in mxnet2npz.py script #752 (Thank you knorth55!)
• Fix resnet50 fb url #751 (Thank you knorth55!)
• Fix VOCSemanticSegmentationDataset bug with cv2 #746
• Stop extracting dataset when ADE20k is extracted already #745
• Return rgb when rgba is loaded #734
• Update README for FPN #771
• doc source link to github source page #768 (Thank you knorth55!)
• Fix rst of YOLO #767
• Add truncated\_index into params of crop_bbox #761 (Thank you ktns!)
• Fix typo in SSD's test_train_multi.sh #760
• remove use_pretrained_class_weights #755
• Refactor PSPNet, support Res50 backbone and ImageNet pretrained weights #748
• Use chainer.global_config in doc #742
• add table in COCOInstanceSegmentationDataset #741 (Thank you knorth55!)
• fix typo in transforms/image/resize_contain.py #733 (Thank you knorth55)
• Fix typo in transforms/image #732 (Thank you takaaki82!)
• Fix typo in links connection #731 (Thank you takaaki82!)
• Fix README #722
• fix typo, 'bounding box' #721 (Thank you disktnk!)
• Fix doc of TupleDataset #720
• Make backends of read_image and resize selectable #713
• Add examples tests #708