10000 using dataset COCO2017 · Issue #69 · chenyilun95/tf-cpn · GitHub
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using dataset COCO2017 #69

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vacing opened this issue Jan 23, 2019 · 1 comment
Open

using dataset COCO2017 #69

vacing opened this issue Jan 23, 2019 · 1 comment

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@vacing
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vacing commented Jan 23, 2019

使用COCO2017数据集的修改点:

  1. data/COCO/COCOAllJoints.py 读取数据未使用config.py的配置,而是内部硬编码的。
    1. 将cfg传入COCOJoints(cfg)的构造函数(cfg is a global variable, can be used any where)
  2. data/COCO/COCOAllJoints.py-> COCOJoints() 生成image路径时,强依赖2014年数据集,需要修改成:train2017/xxxx.jpg模式
  3. models/COCO.res101.384x288.CPN/config.py,多进程会导致GPU内存分配错误,关闭:dpflow_enable = False

  1. data/COCO/COCOAllJoints.py dosen't use configuration in config.py but uses inner hardcoded path
  2. data/COCO/COCOAllJoints.py-> COCOJoints(), when generate image paths from annotation, the way it uses can't match file name pattern in coco2017 any more
  3. models/COCO.res101.384x288.CPN/config.py : dpflow_enable enble may cause OOM, if so disable this configuration
@vacing vacing changed the title modifications use dataset COCO2017 using dataset COCO2017 Jan 24, 2019
@mathpopo
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dpflow_enable = False can use

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