Baidu developed a series of lightweight models, named PP-PicoDet. Because of the excellent performance, our models are very suitable for deployment on mobile or CPU. For more details, please refer to our report on arXiv. website
It is recommended to use fastdeploy.
| Model | Download | Shape(hw) | mAP(0.5:0.95) |
|---|---|---|---|
| PicoDet-S | 4.8 MB | 416 416 | 32.5 |
- Convert to onnx
paddle2onnx --model_dir . \
--model_filename model.pdmodel \
--params_filename model.pdiparams \
--opset_version 13 \
--save_file pp_picodet_s.onnxCOCO 2017 dataset by Microsoft.
Apache-2.0