MMDeploy Release V0.2.0

Features

• Support Nvidia Jetson deployment. (Nano, TX2, Xavier)
• Add Python interface for SDK inference. (#27)
• Support yolox on ncnn. (#29)
• Support segmentation model UNet. (#77)
• Add docker files. (#67)

Improvements

• Add coverage report, CI to GitHub repository. (#16, #34, #35)
• Refactor the config utilities. (#12, #36)
• Remove redundant copy operation when converting model. (#61)
• Simplify single batch NMS. (#99)

Documents

• Now our English and Chinese documents are available on readthedocs: English 简体中文
• Benchmark and tutorial for Nvidia Jetson Nano. (#71)
• Fix docstring, links in documents. (#18, #32, #60, #84)
• More documents for TensorRT and OpenVINO. (#96, #102)

Bug fixes

• Avoid outputting empty tensor in NMS for ONNX Runtime. (#42)
• Fix TensorRT 7 SSD. (#49)
• Fix mmseg dynamic shape. (#57)
• Fix bugs about pplnn. (#40, #74)

Contributors

A total of 14 developers contributed to this release.

@grimoire @RunningLeon @AllentDan @SemyonBevzuk @lvhan028 @hhaAndroid @Stephenfang51 @SingleZombie @lzhangzz @hanrui1sensetime @VVsssssk @zhiqwang @tehkillerbee @Echo-minn