An open-sourced SOTA solution for portrait and human segmentation on mobile devices

Hi, I'd like to share a human segmentation toolkit called PP-Humanseg. This toolkit has:

* A large-scale **video portrait dataset** that contains 291 videos from 23 conference scenes with 14K frames;
* A portrait segmentation model that achieves **SOTA performance on mobile phone** (mIoU 96.63%, 63 FPS);
* Several human segmentation models **well-trained for real scene.**

Github: [https://github.com/PaddlePaddle/PaddleSeg/tree/release/2.6/contrib/PP-HumanSeg](https://github.com/PaddlePaddle/PaddleSeg/tree/release/2.6/contrib/PP-HumanSeg)

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https://preview.redd.it/wfyd35im96q91.png?width=600&format=png&auto=webp&s=861a3c14bf74b90842dc0f85a4505ce18a3d1523

Open-sourced, free, easy-to-use and funny!

deeplearning devices human mobile mobile devices segmentation solution sota