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Keras_HED_with_Model

参考

论文：holistically-nested edge detection 源码：https://github.com/lc82111/Keras_HED

网络结构图

训练

  1. 下载训练数据：http://vcl.ucsd.edu/hed/HED-BSDS.tar 并解压到工程根目录下
  2. 下载预训练模型：https://github.com/fchollet/deep-learning-models/releases 中搜索文件’vgg16_weights_tf_dim_ordering_tf_kernels_notop.h5‘，下载并拷贝到./models目录下
  3. 执行 python main_segmentation.py进行训练

loss 收敛曲线图:

测试

  1. 下载模型文件：链接: https://pan.baidu.com/s/17VjM8xghFHQbSAlymfsf0w 密码: rcxi
  2. 将文件拷贝到 ./checkpoints/HEDSeg/目录下
  3. 修改test.py中的模型文件目录
  4. 执行python test.py

结果

keras_hed_with_model's People

Contributors

senliuy avatar

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