MMDetection is an open source object detection toolbox based on PyTorch. It is a part of the OpenMMLab project.
Please refer to get_started.md for installation.
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 |
DETR | ObjectDetection | Y | 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 |
Swin Transformer | InstanceSegmentation | Y | Y | N | N | N | config |
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