2021-10-09 14:10:42 +08:00
|
|
|
## MMDetection Support
|
2021-10-27 15:04:20 +08:00
|
|
|
|
|
|
|
|
MMDetection is an open source object detection toolbox based on PyTorch. It is a part of the [OpenMMLab](https://openmmlab.com/) project.
|
|
|
|
|
|
|
|
|
|
### MMDetection installation tutorial
|
|
|
|
|
|
|
|
|
|
Please refer to [get_started.md](https://github.com/open-mmlab/mmdetection/blob/master/docs/get_started.md) for installation.
|
|
|
|
|
|
|
|
|
|
### List of MMDetection models supported by MMDeploy
|
|
|
|
|
|
|
|
|
|
| model | task | model config file(example) | OnnxRuntime | TensorRT | NCNN | PPL |
|
|
|
|
|
| :----------: | :--------------: | :---------------------------------------------------------------------------------------: | :---------: | :-----------: | :---:| :---: |
|
|
|
|
|
| RetinaNet | single-stage | $PATH_TO_MMDET/configs/retinanet/retinanet_r50_fpn_1x_coco.py | Y | Y | Y | Y |
|
|
|
|
|
| Faster R-CNN | two-stage | $PATH_TO_MMDET/configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py | Y | Y | Y | Y |
|
|
|
|
|
| YOLOv3 | single-stage | $PATH_TO_MMDET/configs/yolo/yolov3_d53_mstrain-608_273e_coco.py | Y | Y | N | Y |
|
|
|
|
|
| FCOS | single-stage | $PATH_TO_MMDET/configs/fcos/fcos_r50_caffe_fpn_gn-head_4x4_1x_coco.py | Y | Y | Y | N |
|
|
|
|
|
| FSAF | single-stage | $PATH_TO_MMDET/configs/fsaf/fsaf_r50_fpn_1x_coco.py | Y | Y | Y | Y |
|
|
|
|
|
| Mask R-CNN | two-stage | $PATH_TO_MMDET/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.py | Y | Y | N | Y |
|
|
|
|
|
|
|
|
|
|
### Reminder
|
|
|
|
|
|
|
|
|
|
None
|
|
|
|
|
|
|
|
|
|
### FAQs
|
|
|
|
|
|
|
|
|
|
None
|
