xmba15 / human_parsing_pytorch

Parsing Human Parts

Pytorch Implementation of Human Parsing with PSPNet on LIP-Look Into Person-dataset

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Dataset

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Color Label Chart

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Test Result

Steven Spielberg	Parsing Result

The approach in this github repository only utilizes pspnet for training a human parsing model, without the Self-supervised Structure-sensitive Learning skeme in [1]. Also, the training has been done with only a single gpu (with gradient accumulation). Therefore, the parsing result is not so good.

References

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[1]. Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing", CVPR 2017

[2]. Pyramid Scene Parsing Network