README.md

ppyolov3

Description

The PaddlePaddle version of YOLOv3.

It is recommended to use fastdeploy.

Model

Model	Download	Shape(hw)
yolov3_mobilenet_v3_270e_coco	91MB	320 320

• Convert to onnx

python3 paddle_infer_shape.py \
        --model_dir . \
        --model_filename model.pdmodel \
        --params_filename model.pdiparams \
        --save_dir new_model \
        --input_shape_dict \
        "{'scale_factor':[1,2],'image':[1,3,320,320], 'im_shape':[1,2]}"

paddle2onnx  --model_dir new_model \
             --model_filename model.pdmodel \
             --params_filename model.pdiparams \
             --opset_version 13 \
             --save_file yolov3_mobilenet_v3_270e_coco.onnx

Dataset

• coco

References

• YOLOv3: An Incremental Improvement
• YOLOv3
• PaddleDetection

License

Apache 2.0