第一步编译运行catchpicture.py文件获取人脸数据并保存到本地文件夹。
第二步编译运行picturepraction.py文件对第一步采集人脸做预处理。
第三步编译运行load_face_dataset.py将预处理处理之后的图片加载到内存。
第四步编译运行face_train_use_keras.py搭建卷积神经网络，并训练模型。
第五步编译运行face_predict_use_keras.py调用第四步训练好的人脸模型来识别人脸。
基于Python实现的CNN卷积神经网络图像识别设计源码 （151个子文件） 
data_batch_test 898KB data_batch_train 7.89MB .gitignore 1KB .gitignore 47B cnnimagerecognition.iml 333B LICENSE 11KB batches.meta 49B linear.model 140KB 模型.model 610B linear.model 610B picklemodel.pkl 132KB data_tk_pickle_result.pkl 643B
ReLU.png 61KB cnn_base_with_bn.py 41KB cnn_base.py 36KB dl9.py 21KB dl9.py 21KB dl9.py 20KB dl9.py 20KB dl9.py 20KB trainModelByTeacher.py 19KB trainModelByTeacher2.py 17KB trainModelByTeacher2.py 17KB trainModelByTeacher.py 17KB trainModelByTeacher.py 17KB trainModelByTeacher.py 17KB trainModelByTeacher.py 17KB trainModelByTeacher.py 17KB model.py 16KB model.py 15KB model.py 15KB model.py 15KB model.py 15KB model.py 15KB model.py 14KB model.py 14KB experiment.py 11KB model.py 10KB nn_sample_hiddenLayer.py 10KB nn_sample.py 9KB food_trainAndtest.py 9KB experiment.py 8KB Train_model.py 7KB face_train_use_keras.py 7KB Train_model.py 7KB face_train_use_keras.py 7KB face_train_use_keras.py 7KB Image_preprocessing.py 6KB Image_preprocessing.py 6KB experiment.py 5KB dl9_test.py 5KB 2D数据实验.py 5KB 3D数据实验.py 4KB model_test.py 4KB input_data.py 4KB face_predict_use_keras2.py 4KB fetch_data.py 4KB dl9_test.py 4KB dl9_test.py 4KB dl9_test.py 4KB train.py 3KB Loading_pictures.py 3KB train.py 3KB train.py 3KB Loading_pictures.py 3KB Loading_pictures.py 3KB face_predict_use_keras.py 3KB face_predict_use_keras.py 3KB train.py 3KB train.py 3KB train.py 3KB train.py 3KB train.py 3KB Loading_pictures.py 3KB train2.py 2KB train2.py 2KB Image_preprocessing.py 2KB Image_preprocessing.py 2KB Image_preprocessing.py 2KB Loading_pictures.py 2KB Image_preprocessing.py 2KB Image_preprocessing.py 2KB Image_preprocessing.py 2KB Image_preprocessing.py 2KB Loading_pictures.py 2KB Loading_pictures.py 2KB Loading_pictures.py 2KB Loading_pictures.py 2KB Image_preprocessing.py 2KB Image_preprocessing.py 2KB picturepraction.py 2KB Loading_pictures.py 2KB Loading_pictures.py 2KB test.py 2KB loading_pictures.py 2KB test2.py 2KB Loading_pictures.py 2KB load_face_dataset.py 2KB Image_preprocessing.py 2KB Image_preprocessing.py 2KB共 151 条
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