readme: ---
  language:
    - en
  thumbnail: "https://i.imgur.com/z0BwlOe.png"
  tags:
  - image matting
  - image segmentation
  license: apache-2.0
  metrics:
  - mean_iou
  ---
  PP-HumanSeg v1 model, released by [Paddle](https://github.com/PaddlePaddle/PaddleSeg/tree/release/2.6/contrib/PP-HumanSeg).
  
  Tested on the [PP-HumanSeg-14K](https://github.com/PaddlePaddle/PaddleSeg/blob/release/2.6/contrib/PP-HumanSeg/paper.md) dataset.
  
  | Model Name | Best Input Shape | mIou(%) | Inference Time on Arm CPU(ms) | Modle Size(MB) |
  | --- | --- | --- | ---| --- |
  | PP-HumanSegV1-Lite | 398x224 | 93.60 | 29.68 | 2.3 |
  
  **Network Architecture**
  
  Model architecture named ConnectNet, which is suitable for real-time segmentation scenarios on the web or mobile.
  
  ![pphumanseg_lite.png](https://raw.githubusercontent.com/unography/PaddleSeg/release/2.6/configs/pp_humanseg_lite/pphumanseg_lite.png)
  
  [More details](https://github.com/unography/PaddleSeg/tree/release/2.6/configs/pp_humanseg_lite)