human_segmentation_pphumanseg

PPHumanSeg

This model is ported from PaddleHub using this script from OpenCV.

Demo

Run the following command to try the demo:

# detect on camera input
python demo.py
# detect on an image
python demo.py --input /path/to/image

# get help regarding various parameters
python demo.py --help

Example outputs

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Results of accuracy evaluation with tools/eval.

Models	Accuracy	mIoU
PPHumanSeg	0.9581	0.8996
PPHumanSeg quant	0.4365	0.2788

*: 'quant' stands for 'quantized'.

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License

All files in this directory are licensed under Apache 2.0 License.

Reference

• https://arxiv.org/abs/1512.03385
• https://github.com/opencv/opencv/tree/master/samples/dnn/dnn_model_runner/dnn_conversion/paddlepaddle
• https://github.com/PaddlePaddle/PaddleHub