├── .dockerignore ├── .gitattributes ├── .gitignore ├── Dockerfile ├── README.md ├── environment_py2.yml ├── environment_py3.yml ├── jupyter1.png ├── jupyter_notebook_config.py ├── notebook ├── 3.png ├── Lecture10 │ ├── 1.OCR_v1_cnn.ipynb │ ├── 1.使用卷积神经网络进行端到端学习.ipynb │ ├── 2.OCR_v2_rnn.ipynb │ ├── 2.使用循环神经网络破解验证码.ipynb │ ├── baiduyun_deeplearning_competition │ │ ├── LICENSE │ │ ├── README.md │ │ ├── RNN.md │ │ ├── imgs │ │ │ ├── 0O0O.png │ │ │ ├── deep-speech-ctc-small.png │ │ │ ├── generator_vis.png │ │ │ ├── level1.png │ │ │ ├── level1_117422.png │ │ │ ├── level1_142660.png │ │ │ ├── level1_base_model.png │ │ │ ├── level1_gen1.png │ │ │ ├── level1_gen2.png │ │ │ ├── level1_leaderboard.png │ │ │ ├── level1_loss.png │ │ │ ├── level1_model.png │ │ │ ├── level1_preprocessing.png │ │ │ ├── level1_score.png │ │ │ ├── level1_visualization.png │ │ │ ├── level2.jpg │ │ │ ├── level2_95170.png │ │ │ ├── level2_95170_0.png │ │ │ ├── level2_barplot.png │ │ │ ├── level2_basemodel.png │ │ │ ├── level2_cnn_model.png │ │ │ ├── level2_generator.png │ │ │ ├── level2_generator2.png │ │ │ ├── level2_loss.png │ │ │ ├── level2_loss_lstm.png │ │ │ ├── level2_preprocessing1.png │ │ │ ├── level2_preprocessing2.png │ │ │ ├── level2_preprocessing3.png │ │ │ ├── level2_preprocessing4.png │ │ │ ├── level2_preprocessing5.png │ │ │ ├── level2_preprocessing6.png │ │ │ ├── level2_sample1.png │ │ │ ├── level2_scatter_matrix.png │ │ │ ├── loss.png │ │ │ ├── loss_acc_3.png │ │ │ ├── model2.png │ │ │ └── test_model2.png │ │ ├── round1.md │ │ ├── round1 │ │ │ ├── fonts │ │ │ │ ├── Andale Mono.ttf │ │ │ │ ├── Arial Black.ttf │ │ │ │ ├── Arial.ttf │ │ │ │ ├── CALIBRI.TTF │ │ │ │ ├── Comic Sans MS.ttf │ │ │ │ ├── Futura.ttc │ │ │ │ ├── Georgia.ttf │ │ │ │ ├── GillSans.ttc │ │ │ │ ├── Helvetica.ttf │ │ │ │ ├── Impact.ttf │ │ │ │ ├── Menlo.ttc │ │ │ │ ├── Optima.ttc │ │ │ │ ├── Times New Roman Bold.ttf │ │ │ │ ├── Times New Roman.ttf │ │ │ │ ├── Verdana.ttf │ │ │ │ └── consola.ttf │ │ │ ├── generator.ipynb │ │ │ ├── image.py │ │ │ ├── image.pyc │ │ │ ├── main.ipynb │ │ │ ├── make_parallel.py │ │ │ ├── make_parallel.pyc │ │ │ ├── multiGPU_model_conversion.ipynb │ │ │ └── preprocess.ipynb │ │ ├── round2.md │ │ └── round2 │ │ │ ├── a.png │ │ │ ├── data_explore.ipynb │ │ │ ├── ensembledResults.ipynb │ │ │ ├── loss_function.ipynb │ │ │ ├── make_parallel.py │ │ │ ├── make_parallel.pyc │ │ │ ├── plot_model.ipynb │ │ │ ├── preprocess.ipynb │ │ │ ├── preprocess_analysis.ipynb │ │ │ ├── preprocess_multi_72.ipynb │ │ │ ├── preprocess_multi_72.testset.ipynb │ │ │ ├── preprocess_multi_81.ipynb │ │ │ ├── preprocess_multi_81.testset.ipynb │ │ │ ├── test_fixedSize_model_346_split2_3.ipynb │ │ │ ├── test_fixedSize_model_346_split2_4_all150rounds.ipynb │ │ │ ├── test_fixedSize_model_end2end3StructModified_mc_l2_moreLayers_generator2.ipynb │ │ │ ├── testset_0.9976.ipynb │ │ │ ├── testset_0.9977.ipynb │ │ │ └── testset_all150rounds.ipynb │ ├── data.md │ └── model.png ├── Lecture11 │ ├── FCN │ │ ├── example_image.png │ │ ├── example_label.png │ │ ├── runfcn.py │ │ └── runfcn.sh │ └── Lecture10.ipynb ├── Lecture12.ipynb ├── Lecture2.ipynb ├── Lecture3.ipynb ├── Lecture4.ipynb ├── Lecture5.ipynb ├── Lecture6.ipynb ├── Lecture7.ipynb ├── Lecture8.ipynb ├── Lecture9 │ ├── CatDog_v1_cnn.ipynb │ ├── CatDog_v2_cnnPretrained.ipynb │ ├── CatDog_v3_multiCnnEnsemble.ipynb │ ├── 猫狗大战1.0--使用卷积神经网络直接进行训练.ipynb │ ├── 猫狗大战2.0——使用ImageNet数据集预训练模型.ipynb │ └── 猫狗大战3.0——使用多种预训练模型组合提升表现.ipynb ├── README.md ├── gray_out.png ├── jizhi_qinding.png └── messi5.jpg └── run.sh /.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jinglue/DL4Img/HEAD/.dockerignore -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jinglue/DL4Img/HEAD/.gitattributes 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