项目作者: xmba15

项目描述 :
Parsing Human Parts
高级语言: Jupyter Notebook
项目地址: git://github.com/xmba15/human_parsing_pytorch.git
创建时间: 2020-01-19T15:26:23Z
项目社区:https://github.com/xmba15/human_parsing_pytorch

开源协议:

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


Dataset


Color Label Chart


Color Label Chart

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


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

[2]. Pyramid Scene Parsing Network