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baidu-dog2017's Introduction

说明

  1. 解决思路

  使用各种Pre-trained的模型进行提取特征,并concat到一起,然后只用训练最后一层FC层,可复现线上0.173成绩.

TODO:数据扩充和物体检测.

代码使用方法:

# 提取VGG13特征,并进行保存
python torch_feature.py --model vgg13 --ffpath ./feature/vgg13.h5 

# 提取DenseNet169特征,并进行保存
python torch_feature.py --model densenet169 --ffpath ./feature/densenet169.h5

# 使用提取的特征跑二层模型
python torch_l2.py
  1. 所用框架: Pytorch(拒绝keras和TensorSlow框架).

其他

代码有问题请自己解决,谢谢,希望大家玩的开心!

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baidu-dog2017's Issues

大神您好:

请问 你这个程序 训练完6折后,总共用时大约多久?

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