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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.

pphumanseg_lite.png

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