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Title: GitHub - devin730/python_caffe_train_test: caffe python create lmdb, train images recognition, test model recognition results · GitHub

Open Graph Title: GitHub - devin730/python_caffe_train_test: caffe python create lmdb, train images recognition, test model recognition results

X Title: GitHub - devin730/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 - devin730/python_caffe_train_test

Open Graph Description: caffe python create lmdb, train images recognition, test model recognition results - devin730/python_caffe_train_test

X Description: caffe python create lmdb, train images recognition, test model recognition results - devin730/python_caffe_train_test

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6 Commits	https://github.com/devin730/python_caffe_train_test/commits/master/
	https://github.com/devin730/python_caffe_train_test/commits/master/
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caffe_model	https://github.com/devin730/python_caffe_train_test/tree/master/caffe_model
caffe_model_test	https://github.com/devin730/python_caffe_train_test/tree/master/caffe_model_test
caffe_model_test	https://github.com/devin730/python_caffe_train_test/tree/master/caffe_model_test
caffe_train	https://github.com/devin730/python_caffe_train_test/tree/master/caffe_train
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README.md	https://github.com/devin730/python_caffe_train_test/blob/master/README.md
README.md	https://github.com/devin730/python_caffe_train_test/blob/master/README.md
README	https://github.com/devin730/python_caffe_train_test
caffe Alexnet 训练文件train_val.prototxt	https://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.prototxt	https://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://github.com/devin730/python_caffe_train_test#1-训练验证数据lmdb生成
	https://github.com/devin730/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://github.com/devin730/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://github.com/devin730/python_caffe_train_test#2-caffe中模型的配置文件的定义以及说明
	https://github.com/devin730/python_caffe_train_test#21-训练模型定义
caffe Alexnet 训练文件train_val.prototxt	https://github.com/BVLC/caffe/blob/master/models/bvlc_alexnet/train_val.prototxt
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	https://github.com/devin730/python_caffe_train_test#22-部署文件
部署文件deploy.prototxt	https://github.com/BVLC/caffe/blob/master/models/bvlc_alexnet/deploy.prototxt
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	https://github.com/devin730/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
	https://camo.githubusercontent.com/91b1811ec8619193607ba324a78aad1175a64856ea2612e79c3b9b9c4e74cf3d/687474703a2f2f696d672e626c6f672e6373646e2e6e65742f32303137303930393231303430383531343f77617465726d61726b2f322f746578742f6148523063446f764c324a736232637559334e6b626935755a5851766147467364573973645738794d54453d2f666f6e742f3561364c354c32542f666f6e7473697a652f3430302f66696c6c2f49304a42516b46434d413d3d2f646973736f6c76652f37302f677261766974792f536f75746845617374
	https://github.com/devin730/python_caffe_train_test#3-训练验证数据准备完成之后就是模型的训练
	https://camo.githubusercontent.com/c65d9a70c47a410f56888e581dd8eb41ff8b83219dda7a0e790e093ebeaeab49/687474703a2f2f696d672e626c6f672e6373646e2e6e65742f32303137303930393231313333363737343f77617465726d61726b2f322f746578742f6148523063446f764c324a736232637559334e6b626935755a5851766147467364573973645738794d54453d2f666f6e742f3561364c354c32542f666f6e7473697a652f3430302f66696c6c2f49304a42516b46434d413d3d2f646973736f6c76652f37302f677261766974792f536f75746845617374
	https://github.com/devin730/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://github.com/devin730/python_caffe_train_test#41-测试基类文件predict_basepy
	https://camo.githubusercontent.com/205fde459663ee569a54caebd189ba646f0c4a3c7939be1e56598de7fa3cf5b9/687474703a2f2f696d672e626c6f672e6373646e2e6e65742f32303137303930393231323033313031303f77617465726d61726b2f322f746578742f6148523063446f764c324a736232637559334e6b626935755a5851766147467364573973645738794d54453d2f666f6e742f3561364c354c32542f666f6e7473697a652f3430302f66696c6c2f49304a42516b46434d413d3d2f646973736f6c76652f37302f677261766974792f536f75746845617374
	https://github.com/devin730/python_caffe_train_test#42-测试本地目录所有图片文件
	https://camo.githubusercontent.com/de856b1af4dca1821207ed273e1fc07ed1d27278c81c5c96d2a007d684ffead1/687474703a2f2f696d672e626c6f672e6373646e2e6e65742f32303137303930393231323333353834333f77617465726d61726b2f322f746578742f6148523063446f764c324a736232637559334e6b626935755a5851766147467364573973645738794d54453d2f666f6e742f3561364c354c32542f666f6e7473697a652f3430302f66696c6c2f49304a42516b46434d413d3d2f646973736f6c76652f37302f677261766974792f536f75746845617374
	https://github.com/devin730/python_caffe_train_test#43-测试数据库所有图片文件
	https://camo.githubusercontent.com/aa553c060ad2e6ce9804749f77f27f86a93c6490fd939a42bb023f357fc4a3c8/687474703a2f2f696d672e626c6f672e6373646e2e6e65742f32303137303930393231333030303137323f77617465726d61726b2f322f746578742f6148523063446f764c324a736232637559334e6b626935755a5851766147467364573973645738794d54453d2f666f6e742f3561364c354c32542f666f6e7473697a652f3430302f66696c6c2f49304a42516b46434d413d3d2f646973736f6c76652f37302f677261766974792f536f75746845617374
	https://camo.githubusercontent.com/a1866c116d377f20a720e30b7b9ea568a45c89eabcc1df9aae8a1246ab209aaa/687474703a2f2f696d672e626c6f672e6373646e2e6e65742f32303137303930393231333034353837373f77617465726d61726b2f322f746578742f6148523063446f764c324a736232637559334e6b626935755a5851766147467364573973645738794d54453d2f666f6e742f3561364c354c32542f666f6e7473697a652f3430302f66696c6c2f49304a42516b46434d413d3d2f646973736f6c76652f37302f677261766974792f536f75746845617374
	https://camo.githubusercontent.com/6f54a806fb27376166bf7a98ff8c51ea8649b4a381cf03bdf56dc75f385d72c7/687474703a2f2f696d672e626c6f672e6373646e2e6e65742f32303137303930393231333130353834363f77617465726d61726b2f322f746578742f6148523063446f764c324a736232637559334e6b626935755a5851766147467364573973645738794d54453d2f666f6e742f3561364c354c32542f666f6e7473697a652f3430302f66696c6c2f49304a42516b46434d413d3d2f646973736f6c76652f37302f677261766974792f536f75746845617374
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-architecture	https://software.intel.com/en-us/articles/training-and-deploying-deep-learning-networks-with-caffe-optimized-for-intel-architecture
	https://github.com/devin730/python_caffe_train_test#english-readme-project-framework
	https://github.com/devin730/python_caffe_train_test#the-directory---caffe-model
caffe Alexnet training file train_val.prototxt	https://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.prototxt	https://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://github.com/devin730/python_caffe_train_test#utils
	https://github.com/Jayhello/python_caffe_train_test/blob/master/run_images/img_url_2%20(2).jpg
	https://github.com/devin730/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://github.com/devin730/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
bolg	http://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-architecture	https://software.intel.com/en-us/articles/training-and-deploying-deep-learning-networks-with-caffe-optimized-for-intel-architecture
blog.csdn.net/haluoluo211/article/details/77918156	http://blog.csdn.net/haluoluo211/article/details/77918156
Readme	https://github.com/devin730/python_caffe_train_test#readme-ov-file
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