├── .gitignore ├── README.md ├── bottleneck.py ├── fine_tune.py ├── result_picture ├── Training loss and validation loss.jpg ├── bottleneck Training accuracy and loss.jpg ├── bottleneck Training loss and validation loss.jpg ├── bottleneck validation accuracy and loss.jpg ├── tuned Training acc and loss.jpg └── tuned validation acc and loss.jpg ├── test.py ├── train.py └── 基于Keras的图片分类.pptx /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/provencesl/Machine_learn_Image/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Machine_learn_Image 2 | 基于python编写的Keras深度学习框架开发，利用卷积神经网络CNN,快速识别图片并进行分类 3 | -------------------------------------------------------------------------------- /bottleneck.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/provencesl/Machine_learn_Image/HEAD/bottleneck.py -------------------------------------------------------------------------------- /fine_tune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/provencesl/Machine_learn_Image/HEAD/fine_tune.py -------------------------------------------------------------------------------- /result_picture/Training loss and validation loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/provencesl/Machine_learn_Image/HEAD/result_picture/Training loss and validation loss.jpg -------------------------------------------------------------------------------- /result_picture/bottleneck Training accuracy and loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/provencesl/Machine_learn_Image/HEAD/result_picture/bottleneck Training accuracy and loss.jpg -------------------------------------------------------------------------------- /result_picture/bottleneck Training loss and validation loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/provencesl/Machine_learn_Image/HEAD/result_picture/bottleneck Training loss and validation loss.jpg -------------------------------------------------------------------------------- /result_picture/bottleneck validation accuracy and loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/provencesl/Machine_learn_Image/HEAD/result_picture/bottleneck validation accuracy and loss.jpg -------------------------------------------------------------------------------- /result_picture/tuned Training acc and loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/provencesl/Machine_learn_Image/HEAD/result_picture/tuned Training acc and loss.jpg -------------------------------------------------------------------------------- /result_picture/tuned validation acc and loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/provencesl/Machine_learn_Image/HEAD/result_picture/tuned validation acc and loss.jpg -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/provencesl/Machine_learn_Image/HEAD/test.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/provencesl/Machine_learn_Image/HEAD/train.py -------------------------------------------------------------------------------- /基于Keras的图片分类.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/provencesl/Machine_learn_Image/HEAD/基于Keras的图片分类.pptx --------------------------------------------------------------------------------