MMDeploy Release V1.0.0

What's Changed

🎉 Highlights

• We are excited to announce the release of MMDeploy v1.0.0. MMDeploy v1.0.0 is the first officially released version of MMDeploy 1.x, a part of the OpenMMLab 2.0 projects. Up to the release, MMDeploy 1.x supports OpenMMLab 2.0 based projects: MMCls 1.x, MMDet 3.x, MMDet3d 1.x, MMSeg 1.x, MMEdit 1.x, MMOCR 1.x, MMPose 1.x, MMAction2 1.x., MMRotate 1.x, MMYOLO.
• We switch the default branch to main from master. MMDeploy 0.x (master branch) will be deprecated and new features will only be added to MMDeploy 1.x (main branch) in future.
• We provide newly prebuilt mmdeploy packages and users can install mmdeploy through pip and download libraries from github release page for sdk inference.

🚀 Features

• Support Vacc Backend (#1679)
• Dynamically load net module to remove dependencies of mmdeploy.so (#1776)
• Sync Java apis with newly added c apis and demo (#1795)
• Add optional softmax in LinearClsHead (#1863)
• Support mmrazor (#1701)
• Support multi_scale_deform_attn trt plugin (#1844)
• Sync csharp apis with newly added c apis && demo (#1889)
• Support RTMDet and RTMPose ncnn deployment (#1857)
• Support ConformerHead from mmclassification (#1905)

🔥 Improvements

• Upgrade onnx to 1.13.0 to resolve security issue (#1793)
• Rewrite torch.cat for TensorRT when input is dynamic (#1851)
• Add github workflow based on self hosted runner (#1751)
• Optimize mmpose postprocess (#1888)
• Add rtmpose coreml support (#1902)
• Add github prebuild workflow after new release (#1852)
• Rename mmdeploy_python to mmdeploy_runtime (#1821)
• Update toolset of prebuild image (#1932)
• Update introduction image (#1937)

🐞 Bug fixes

• Fix reduction fp16 exceed on android (#1819)
• Fix unit test in test_codebase (#1790)
• Fix clip on tensorrt 8.0 (#1833)
• Fix MobileOne deployment. (#1870)
• Fix the warning method that calls the trt logger (#1850)
• Fix rtmdet-ins head (#1884)
• Fix ascend faster-rcnn (#1842)
• Fix RTMDet-Ins inference result without mask in SDK (#1867)
• Fix pose_tracker python api will raise ValueError when result has no human (#1922)
• Fix mmrotate and regression script (#1917)
• Add unified device guard (#1855)
• Fix Debian aarch64 cross compiling (#1806)
• Export mmdeploy only in monolithic build (#1798)
• Fix errors about deploying MMYOLO-OpenVINO, DETR, ConvFormer and RTMDet (#1919)

📚 Documentations

• Update get_started for installation from pypi (#1947)

🌐 Other

• Bump version to v1.0.0 (#1960)

New Contributors

• @doufengqi made their first contribution in #1165
• @RangiLyu made their first contribution in #1104
• @MambaWong made their first contribution in #1324
• @vansin made their first contribution in #1334
• @sanbuphy made their first contribution in #1398
• @DDGRCF made their first contribution in #1454
• @kota-iizuka made their first contribution in #1561
• @liuyanyi made their first contribution in #1553
• @linjie111 made their first contribution in #1700
• @Xiangxu-0103 made their first contribution in #1709
• @i-square made their first contribution in #1785
• @AndyLiu93 made their first contribution in #1679
• @LKJacky made their first contribution in #1701
• @cxiang26 made their first contribution in #1844
• @Joyphy made their first contribution in #1850
• @FishBigOcean made their first contribution in #1902

Full Changelog: v1.0.0rc3...v1.0.0