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* Add openvino_static. * Add openvino-dev. * Fix skipping ORT tests in test_mmocr_models. * Updated docs. * Fix print. * Fix * Fix * Fix other backends * Fix is_available * fix ncnn * Add constrict for get rewrite output * add not * Fix * fix * Fix * Fix * Improve tests * Remove rebundant `cuda` * Prevent None object and rename variable * Fix multi-line string * rename get_backend_checker * Add Troubleshooting to doc. * Fix postprocessing_masks with empty masks. * Fix tests * lint * Update docs. Co-authored-by: SingleZombie <singlezombie@163.com>
35 lines
2.9 KiB
Markdown
35 lines
2.9 KiB
Markdown
## MMDetection Support
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MMDetection is an open source object detection toolbox based on PyTorch. It is a part of the [OpenMMLab](https://openmmlab.com/) project.
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### MMDetection installation tutorial
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Please refer to [get_started.md](https://github.com/open-mmlab/mmdetection/blob/master/docs/get_started.md) for installation.
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### List of MMDetection models supported by MMDeploy
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| model | task | OnnxRuntime | TensorRT | NCNN | PPL | OpenVINO | model config file(example) |
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|:-------------------|:-------------|:-----------:|:--------:|:----:|:---:|:--------:|:---------------------------------------------------------------------|
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| ATSS | single-stage | Y | ? | ? | ? | Y | $MMDET_DIR/configs/atss/atss_r50_fpn_1x_coco.py |
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| FCOS | single-stage | Y | Y | Y | N | Y | $MMDET_DIR/configs/fcos/fcos_r50_caffe_fpn_gn-head_4x4_1x_coco.py |
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| FoveaBox | single-stage | Y | ? | ? | ? | Y | $MMDET_DIR/configs/foveabox/fovea_r50_fpn_4x4_1x_coco.py |
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| FSAF | single-stage | Y | Y | Y | Y | Y | $MMDET_DIR/configs/fsaf/fsaf_r50_fpn_1x_coco.py |
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| RetinaNet | single-stage | Y | Y | Y | Y | Y | $MMDET_DIR/configs/retinanet/retinanet_r50_fpn_1x_coco.py |
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| SSD | single-stage | Y | Y | Y | Y | Y | $MMDET_DIR/configs/ssd/ssd300_coco.py |
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| VFNet | single-stage | Y | ? | ? | ? | Y | $MMDET_DIR/configs/vfnet/vfnet_r50_fpn_1x_coco.py |
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| YOLOv3 | single-stage | Y | Y | Y | Y | Y | $MMDET_DIR/configs/yolo/yolov3_d53_mstrain-608_273e_coco.py |
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| YOLOX | single-stage | Y | ? | ? | ? | Y | $MMDET_DIR/configs/yolox/yolox_tiny_8x8_300e_coco.py |
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| Cascade R-CNN | two-stage | Y | ? | ? | Y | Y | $MMDET_DIR/configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco.py |
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| Faster R-CNN | two-stage | Y | Y | Y | Y | Y | $MMDET_DIR/configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py |
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| Faster R-CNN + DCN | two-stage | Y | Y | Y | Y | Y | $MMDET_DIR/configs/dcn/faster_rcnn_r50_fpn_dconv_c3-c5_1x_coco.py` |
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| Mask Cascade R-CNN | two-stage | Y | ? | ? | Y | Y | $MMDET_DIR/configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco.py |
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| Mask R-CNN | two-stage | Y | Y | N | Y | Y | $MMDET_DIR/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.py |
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### Reminder
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None
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### FAQs
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None
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