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[Doc]: MMDet benchmark (#265)
* add mmdet benchmark

* fix docs

* fix docs

* fix docs

* add fp16

* add some int8 model

* add yolov3 benchmark

* add some benchmark

* fix docs

* add comment about mask-rcnn

* fix mmdet docs

* add ppl benchmark

* refactor benchmark

* refactor format

* add fcos and atss fp16

* fix benchmark

* fix mmdet docs

* fix docs

* fix docs

* fix docs

* add cn benchmark about mmdet
2021-12-23 17:42:14 +08:00

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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 file(example)
ATSS ObjectDetection Y Y N N Y $MMDET_DIR/configs/atss/atss_r50_fpn_1x_coco.py
FCOS ObjectDetection Y Y Y N Y $MMDET_DIR/configs/fcos/fcos_r50_caffe_fpn_gn-head_4x4_1x_coco.py
FoveaBox ObjectDetection Y N N N Y $MMDET_DIR/configs/foveabox/fovea_r50_fpn_4x4_1x_coco.py
FSAF ObjectDetection Y Y Y Y Y $MMDET_DIR/configs/fsaf/fsaf_r50_fpn_1x_coco.py
RetinaNet ObjectDetection Y Y Y Y Y $MMDET_DIR/configs/retinanet/retinanet_r50_fpn_1x_coco.py
SSD ObjectDetection Y Y Y N Y $MMDET_DIR/configs/ssd/ssd300_coco.py
VFNet ObjectDetection N N N N Y $MMDET_DIR/configs/vfnet/vfnet_r50_fpn_1x_coco.py
YOLOv3 ObjectDetection Y Y Y N Y $MMDET_DIR/configs/yolo/yolov3_d53_mstrain-608_273e_coco.py
YOLOX ObjectDetection Y Y N N Y $MMDET_DIR/configs/yolox/yolox_tiny_8x8_300e_coco.py
Cascade R-CNN ObjectDetection Y Y N Y Y $MMDET_DIR/configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco.py
Faster R-CNN ObjectDetection Y Y Y Y Y $MMDET_DIR/configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py
Faster R-CNN + DCN ObjectDetection Y Y Y Y Y $MMDET_DIR/configs/dcn/faster_rcnn_r50_fpn_dconv_c3-c5_1x_coco.py`
Cascade Mask R-CNN InstanceSegmentation Y N N N Y $MMDET_DIR/configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco.py
Mask R-CNN InstanceSegmentation Y Y N N Y $MMDET_DIR/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.py

Reminder

None

FAQs

None