Changelog¶

v0.3.3 (27/10/2022)¶

Bug Fixes¶

Fix reppoint bug fix when negative image training (#396)
Fix bug in oriented_reppoints_head.py (#424)
Fix mmcv-full version (#423)

Improvements¶

Update issue templates to main branch (#579)
Fix lint of dev branch (#578)

Documentations¶

Update citation (#425)
Fix markdown version when building docs (#414)

Contributors¶

A total of 5 developers contributed to this release. Thanks @yangxue0827, @ZwwWayne, @MinkiSong, @zytx121, @RangiLyu

v0.3.2 (6/7/2022)¶

Highlight¶

Support Oriented Reppoints (CVPR’22) (#286)
Support ConvNeXt backbone (CVPR’22) (#343)

New Features¶

Support RMosaic. (#344)

Bug Fixes¶

Fix max_coordinate in multiclass_nms_rotated. (#346)
Fix bug in PolyRandomRotate. (#366)
Fix memory shortage when using huge_image_demo.py. (#368)

Improvements¶

Update README.md and INSTALL.md. (#342)
Fix typo in rotated_fcos_head. (#354)
Update checkpoint and eval interval of base config. (#347)
Fix mdformat version to support python3.6 & Add mim to extras_require in setup.py. (#359)
Add mim test in CI. (#374)

Contributors¶

A total of 9 developers contributed to this release. Thanks @LiWentomng @heiyuxiaokai @JinYuannn @sltlls @liuyanyi @yangxue0827 @jbwang1997 @zytx121 @ZwwWayne

v0.3.1 (6/6/2022)¶

Highlight¶

Support Rotated FCOS (#223)

New Features¶

Update PolyRandomRotate to support discrete angle value. (#281)
Support RRandomCrop. (#322)
Support mask in merge_results and huge_image_demo.py. (#280)
Support don’t filter images without ground truths. (#323)
Add MultiImageMixDataset in build_dataset. (#331)

Bug Fixes¶

Fix error in Windows CI. (#324)
Fix data path error in config files. (#328)
Fix bug when visualize the HRSC2016 detect results. (#329)

Improvements¶

Add torchserve doc in zh_cn. (#287)
Fix doc typo in README. (#284)
Configure Myst-parser to parse anchor tag (#305 #308)
Replace markdownlint with mdformat for avoiding installing ruby. (#306)
Fix typo about split gap of multi scale. (#272)

Contributors¶

A total of 7 developers contributed to this release. Thanks @liuyanyi @nijkah @remi-or @yangxue0827 @jbwang1997 @zytx121 @ZwwWayne

v0.3.0 (29/4/2022)¶

Highlight¶

Support TorchServe (#160)
Support Rotated ATSS (CVPR’20) (#179)

New Features¶

Update performance of ReDet on HRSC2016. (#203)
Upgrage visualization to custom colors of different classes. This requires mmdet>=2.22.0. (#187, #267, #270)
Update Stable KLD, which solve the Nan issue of KLD training. (#183)

Support setting dataloader arguments in config and add functions to handle config compatibility. (#215) The comparison between the old and new usages is as below.

Before v0.2.0

Since v0.3.0

data = dict(
    samples_per_gpu=2, workers_per_gpu=2,
    train=dict(type='xxx', ...),
    val=dict(type='xxx', samples_per_gpu=4, ...),
    test=dict(type='xxx', ...),
)

# A recommended config that is clear
data = dict(
    train=dict(type='xxx', ...),
    val=dict(type='xxx', ...),
    test=dict(type='xxx', ...),
    # Use different batch size during inference.
    train_dataloader=dict(samples_per_gpu=2, workers_per_gpu=2),
    val_dataloader=dict(samples_per_gpu=4, workers_per_gpu=4),
    test_dataloader=dict(samples_per_gpu=4, workers_per_gpu=4),
)

# Old style still works but allows to set more arguments about data loaders
data = dict(
    samples_per_gpu=2,  # only works for train_dataloader
    workers_per_gpu=2,  # only works for train_dataloader
    train=dict(type='xxx', ...),
    val=dict(type='xxx', ...),
    test=dict(type='xxx', ...),
    # Use different batch size during inference.
    val_dataloader=dict(samples_per_gpu=4, workers_per_gpu=4),
    test_dataloader=dict(samples_per_gpu=4, workers_per_gpu=4),
)

Add get_flops tool (#176)

Bug Fixes¶

Fix bug about rotated anchor inside flags. (#197)
Fix Nan issue of GWD. (#206)
Fix bug in eval_rbbox_map when labels_ignore is None. (#209)
Fix bug of ‘RoIAlignRotated’ object has no attribute ‘output_size’ (#213)
Fix bug in unit test for datasets. (#222)
Fix bug in rotated_reppoints_head. (#246)
Fix GPG key error in CI and docker. (#269)

Improvements¶

Update citation of mmrotate in README.md (#263)
Update the introduction of SASM (AAAI’22) (#184)
Fix doc typo in Config File and Model Zoo. (#199)
Unified RBox definition in doc. (#234)

Contributors¶

A total of 7 developers contributed to this release. Thanks @nijkah @GamblerZSY @liuyanyi @yangxue0827 @jbwang1997 @zytx121 @ZwwWayne

v0.2.0 (30/3/2022)¶

New Features¶

Support Circular Smooth Label (CSL, ECCV’20) (#153)
Support multiple machines dist_train (#143)
Add browse_dataset tool (#98)
Add gather_models script (#162)

Bug Fixes¶

Remove in-place operations in rbbox_overlaps (#155)
Fix bug in docstring. (#137)
Fix bug in HRSCDataset with clasesswise=ture (#175)

Improvements¶

Add Chinese translation of docs/zh_cn/tutorials/customize_dataset.md (#65)
Add different seeds to different ranks (#102)
Update from-scratch install script in install.md (#166)
Improve the arguments of all mmrotate scripts (#168)

Contributors¶

A total of 6 developers contributed to this release. Thanks @zytx121 @yangxue0827 @ZwwWayne @jbwang1997 @canoe-Z @matrixgame2018

v0.1.1 (14/3/2022)¶

New Features¶

Support huge image inference (#34)
Support HRSC Dataset (#96)
Support mixed precision training (#72)
Add colab tutorial for beginners (#66)
Add inference speed statistics tool (#86)
Add confusion matrix analysis tool (#93)

Bug Fixes¶

Fix URL error of Swin pretrained model (#111)
Fix bug for SASM during training (#105)
Fix rbbox_overlaps abnormal when the box is too small (#61)
Fix bug for visualization (#12, #81)
Fix stuck when compute mAP (#14, #52)
Fix ‘RoIAlignRotated’ object has no attribute ‘out_size’ bug (#51)
Add missing init_cfg in dense head (#37)
Fix install an additional mmcv (#17)
Fix typos in docs (#3, #11, #36)

Improvements¶

Move eval_rbbox_map from mmrotate.datasets to mmrotate.core.evaluation (#73)
Add Windows CI (#31)
Add copyright commit hook (#30)
Add Chinese translation of docs/zh_cn/get_started.md (#16)
Add Chinese translation of docs/zh_cn/tutorials/customize_runtime.md (#22)
Add Chinese translation of docs/zh_cn/tutorials/customize_config.md (#23)
Add Chinese translation of docs/zh_cn/tutorials/customize_models.md (#27)
Add Chinese translation of docs/zh_cn/model_zoo.md (#28)
Add Chinese translation of docs/zh_cn/faq.md (#33)

Contributors¶

A total of 13 developers contributed to this release. Thanks @zytx121 @yangxue0827 @jbwang1997 @liuyanyi @DangChuong-DC @RangeKing @liufeinuaa @np-csu @akmalulkhairin @SheffieldCao @BrotherHappy @Abyssaledge @q3394101