thuyngch / Human-Segmentation-PyTorch

Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

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About IOU of different models

txytju opened this issue · comments

Thanks for your great work!
In the table at the bottom of readme, results of different models are showed, and I've noticed that Unet-Mobilenet get the best iou rather than models that have much more parameters. What do you think have caused this? Thanks!

Hi @txytju,
In my opinion, training data is quite small (5~6k), therefore, having larger networks does not mean having higher mIoU.