PP-HumanSeg v1 model, released by Paddle.
Tested on the PP-HumanSeg-14K 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.