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* add yolox ncnn * add ncnn android performance of yolox * add ut * fix lint * fix None bugs for ncnn * test codecov * test codecov * add device * fix yapf * remove if-else for img shape * use channelshuffle optimize * change benchmark after channelshuffle * fix yapf * fix yapf * fuse continuous reshape * fix static shape deploy * fix code * drop pad * only static shape * fix static * fix docstring
3.3 KiB
3.3 KiB
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 |
| Cascade Mask R-CNN | InstanceSegmentation | Y | N | N | N | Y | config |
| Mask R-CNN | InstanceSegmentation | Y | Y | N | N | Y | config |
Reminder
None
FAQs
None