使用Tensorlayer和Skimage等,过程中使用了自己修改后的Tensorlayer增广,上传前修改应该能在原始TL跑,没测试代码。按论文可以在VOC07+12上训练吧,Loss那块Loc给了高权重。
源码框架参考jasonli8848d的工作,做了一些修改。主要是Groundtruth那块还有增广。另外这个代码增广极度耗费CPU资源,训练效率很低,收敛也不快。有问题可以到某乎评论或者给我发邮件,colinyoo#outlook#com。虽然未必能给予帮助。
This project forked from windaway/dsod-tensorflow
DSOD算法的TF实现,已经写完原型,还没在VOC上训练完成测试,训练参数和权重分配自己调整吧。
使用Tensorlayer和Skimage等,过程中使用了自己修改后的Tensorlayer增广,上传前修改应该能在原始TL跑,没测试代码。按论文可以在VOC07+12上训练吧,Loss那块Loc给了高权重。
源码框架参考jasonli8848d的工作,做了一些修改。主要是Groundtruth那块还有增广。另外这个代码增广极度耗费CPU资源,训练效率很低,收敛也不快。有问题可以到某乎评论或者给我发邮件,colinyoo#outlook#com。虽然未必能给予帮助。
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