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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 -v

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

Example outputs

webcam demo

messi


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'.


License

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

Reference