mmclassification/docs/changelog.md

Changelog

v0.7.0(31/12/2020)

• Add more evaluation metrics
• Fix bugs

New Features

• Remove installation of MMCV from requirements. (#90)
• Add 3 evaluation metrics: precision, recall and F-1 score. (#93)
• Allow config override during testing and inference with --options. (#91 & #96)

Bug Fixes

• Add missing CLASSES argument to dataset wrappers. (#66)
• Fix slurm evaluation error during training. (#69)
• Resolve error caused by shape in Accuracy. (#104)
• Fix bug caused by extremely insufficient data in distributed sampler.(#108)
• Fix bug in gpu_ids in distributed training. (#107)
• Fix bug caused by extremely insufficient data in collect results during testing (#114)

Improvements

• Use build_runner to make runners more flexible. (#54)
• Support to get category ids in BaseDataset. (#72)
• Allow CLASSES override during BaseDateset initialization. (#85)
• Allow input image as ndarray during inference. (#87)
• Optimize MNIST config. (#98)
• Add config links in model zoo documentation. (#99)
• Use functions from MMCV to collect environment. (#103)
• Refactor config files so that they are now categorized by methods. (#116)
• Add README in config directory. (#117)
• Add model statistics. (#119)
• Refactor documentation in consistency with other MM repositories. (#126)

v0.6.0(11/10/2020)

• Support new method: ResNeSt and VGG.
• Support new dataset: CIFAR10.
• Provide new tools to do model inference, model conversion from pytorch to onnx.

New Features

• Add model inference. (#16)
• Add pytorch2onnx. (#20)
• Add PIL backend for transform Resize. (#21)
• Add ResNeSt. (#25)
• Add VGG and its pretained models. (#27)
• Add CIFAR10 configs and models. (#38)
• Add albumentations transforms. (#45)
• Visualize results on image demo. (#58)

Bug Fixes

• Fix init_weights in shufflenet_v2.py. (#29)
• Fix the parameter size in test_pipeline. (#30)
• Fix the parameter in cosine lr schedule. (#32)
• Fix the convert tools for mobilenet_v2. (#34)
• Fix crash in CenterCrop transform when image is greyscale (#40)
• Fix outdated configs. (#53)

Improvements

• Replace urlretrieve with urlopen in dataset.utils. (#13)
• Resize image according to its short edge. (#22)
• Update ShuffleNet config. (#31)
• Update pre-trained models for shufflenet_v2, shufflenet_v1, se-resnet50, se-resnet101. (#33)