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Title: GitHub - Jayhello/python_caffe_train_test: caffe python create lmdb, train images recognition, test model recognition results

Open Graph Title: GitHub - Jayhello/python_caffe_train_test: caffe python create lmdb, train images recognition, test model recognition results

X Title: GitHub - Jayhello/python_caffe_train_test: caffe python create lmdb, train images recognition, test model recognition results

Description: caffe python create lmdb, train images recognition, test model recognition results - Jayhello/python_caffe_train_test

Open Graph Description: caffe python create lmdb, train images recognition, test model recognition results - Jayhello/python_caffe_train_test

X Description: caffe python create lmdb, train images recognition, test model recognition results - Jayhello/python_caffe_train_test

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READMEhttps://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test
caffe Alexnet 训练文件train_val.prototxthttps://github.com/BVLC/caffe/blob/master/models/bvlc_alexnet/train_val.prototxt
训练参数文件solver.prototxt https://github.com/BVLC/caffe/blob/master/models/bvlc_alexnet/solver.prototxt
部署文件deploy.prototxthttps://github.com/BVLC/caffe/blob/master/models/bvlc_alexnet/deploy.prototxt
代码https://github.com/Jayhello/python_caffe_train_test
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https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#1-训练验证数据lmdb生成
https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#11-图片进行预处理包括直方图均衡化url-cv2-image-格式
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https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#12-图片按照一定的比例生成训练样本以及验证样本lmdb
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https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#2-caffe中模型的配置文件的定义以及说明
https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#21-训练模型定义
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https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#22-部署文件
部署文件deploy.prototxthttps://github.com/BVLC/caffe/blob/master/models/bvlc_alexnet/deploy.prototxt
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https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#23-训练运行参数文件
训练运行参数文件solver.prototxt https://github.com/BVLC/caffe/blob/master/models/bvlc_alexnet/solver.prototxt
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https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#3-训练验证数据准备完成之后就是模型的训练
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https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#4--本地测试以及从数据库获取url测试然后将结果写到数据库中
https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#41-测试基类文件predict_basepy
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https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#42-测试本地目录所有图片文件
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https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#43-测试数据库所有图片文件
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http://adilmoujahid.com/posts/2016/06/introduction-deep-learning-python-caffe/http://adilmoujahid.com/posts/2016/06/introduction-deep-learning-python-caffe/
https://software.intel.com/en-us/articles/training-and-deploying-deep-learning-networks-with-caffe-optimized-for-intel-architecturehttps://software.intel.com/en-us/articles/training-and-deploying-deep-learning-networks-with-caffe-optimized-for-intel-architecture
https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#english-readme-project-framework
https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#the-directory---caffe-model
caffe Alexnet training file train_val.prototxthttps://github.com/BVLC/caffe/blob/master/models/bvlc_alexnet/train_val.prototxt
parameters files solver.prototxt https://github.com/BVLC/caffe/blob/master/models/bvlc_alexnet/solver.prototxt
deploy file deploy.prototxthttps://github.com/BVLC/caffe/blob/master/models/bvlc_alexnet/deploy.prototxt
https://github.com/Jayhello/python_caffe_train_test/blob/master/run_images/caffe_traintxt_1.jpg
https://github.com/Jayhello/python_caffe_train_test/blob/master/run_images/caffe_traintxt_2.jpg
https://github.com/Jayhello/python_caffe_train_test/blob/master/run_images/caffe_traintxt_3.jpg
https://github.com/Jayhello/python_caffe_train_test/blob/master/run_images/caffe_traintxt_4.jpg
https://github.com/Jayhello/python_caffe_train_test/blob/master/run_images/caffe_traintxt_5.jpg
https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#utils
https://github.com/Jayhello/python_caffe_train_test/blob/master/run_images/img_url_2%20(2).jpg
https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#caffe_trainpy-create_mean_binaryprotopy
https://github.com/Jayhello/python_caffe_train_test/blob/master/run_images/mean_1.png
https://github.com/Jayhello/python_caffe_train_test/blob/master/run_images/mean_2.png
https://patch-diff.githubusercontent.com/Jayhello/python_caffe_train_test#caffe-model-test
https://github.com/Jayhello/python_caffe_train_test/blob/master/run_images/predict_base_1.jpg
https://github.com/Jayhello/python_caffe_train_test/blob/master/run_images/predict_from_local_1.jpg
https://github.com/Jayhello/python_caffe_train_test/blob/master/run_images/predict_from_db_1.jpg
https://github.com/Jayhello/python_caffe_train_test/blob/master/run_images/predict_from_db_2.jpg
bolghttp://blog.csdn.net/haluoluo211/article/details/77918156
http://adilmoujahid.com/posts/2016/06/introduction-deep-learning-python-caffe/http://adilmoujahid.com/posts/2016/06/introduction-deep-learning-python-caffe/
https://software.intel.com/en-us/articles/training-and-deploying-deep-learning-networks-with-caffe-optimized-for-intel-architecturehttps://software.intel.com/en-us/articles/training-and-deploying-deep-learning-networks-with-caffe-optimized-for-intel-architecture
blog.csdn.net/haluoluo211/article/details/77918156http://blog.csdn.net/haluoluo211/article/details/77918156
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