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* checkout qq group qrcode * update the cover image * update build doc * reorganize chapters * update readme * remove index of build on different platforms in readthedocs * update benchmark * update get started document in Chinese based on the prebuild package * update get_started * re-style benchmark * update get_started in zh_cn * update get_started in english * update get_started in english * update get_started in english * update get_started doc * update according to reviewer comments * update linker ci * fix(.github/scripts/check_doc_linker.py): skip code block * specify PYTHONPATH * update get_started * update diagram * rename some documents * fix according to reviewer comments Co-authored-by: tpoisonooo <khj.application@aliyun.com>
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MMDetection Support
MMDetection is an open source object detection toolbox based on PyTorch. It is a part of the OpenMMLab project.
MMDetection installation tutorial
Please refer to get_started.md for installation.
List of MMDetection models supported by MMDeploy
| Model | Task | OnnxRuntime | TensorRT | ncnn | PPLNN | OpenVINO | Model config |
|---|---|---|---|---|---|---|---|
| ATSS | ObjectDetection | Y | Y | N | N | Y | config |
| FCOS | ObjectDetection | Y | Y | Y | N | Y | config |
| FoveaBox | ObjectDetection | Y | N | N | N | Y | config |
| FSAF | ObjectDetection | Y | Y | Y | Y | Y | config |
| RetinaNet | ObjectDetection | Y | Y | Y | Y | Y | config |
| SSD | ObjectDetection | Y | Y | Y | N | Y | config |
| VFNet | ObjectDetection | N | N | N | N | Y | config |
| YOLOv3 | ObjectDetection | Y | Y | Y | N | Y | config |
| YOLOX | ObjectDetection | Y | Y | Y | N | Y | config |
| Cascade R-CNN | ObjectDetection | Y | Y | N | Y | Y | config |
| Faster R-CNN | ObjectDetection | Y | Y | Y | Y | Y | config |
| Faster R-CNN + DCN | ObjectDetection | Y | Y | Y | Y | Y | config |
| GFL | ObjectDetection | Y | Y | N | ? | Y | config |
| RepPoints | ObjectDetection | N | Y | N | ? | Y | config |
| Cascade Mask R-CNN | InstanceSegmentation | Y | N | N | N | Y | config |
| Mask R-CNN | InstanceSegmentation | Y | Y | N | N | Y | config |