https://github.com/sjtufl/imageclassifier

Statistical Learning, Machine Learning, Report, Course Project, Cifar-10
https://github.com/sjtufl/imageclassifier

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Statistical Learning, Machine Learning, Report, Course Project, Cifar-10

• Host: GitHub
• URL: https://github.com/sjtufl/imageclassifier
• Owner: sjtufl
• Created: 2018-01-07T13:32:35.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-03-06T14:01:45.000Z (almost 7 years ago)
• Last Synced: 2023-12-01T04:34:35.295Z (about 1 year ago)
• Language: Python
• Homepage:
• Size: 1.69 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

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README

        
#### 配置文件

- HOG orientations, cell大小, block大小等特征提取参数

- 训练使用的特征数据、测试数据、保存模型文件的路径

` p.s. Cifar-10原始数据直接在extractFeat.py里指定路径`

#### 源代码说明

- extractFeat.py & extractFeat4report.py 提取原始数据的HOG特征并保存到config文件指定的目录中

- analysis4report & classifier.py 实现模型training, validation以及generalization test

- 其他文件主要是画图、加载配置文件等辅助工具