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深度學習案例教程

TensorFlow篇:

一、TensorFlow Model(https://github.com/tensorflow/models)

二、face_recognition(https://github.com/ageitgey/face_recognition)

三、TensorFlow Examples(https://github.com/aymericdamien/TensorFlow-Examples)

四、magenta(https://github.com/tensorflow/magenta)

五、tensorflow_tutorials(https://github.com/pkmital/tensorflow_tutorials)

六、DeepCreamPy(https://github.com/deeppomf/DeepCreamPy)

七、neural-style(https://github.com/anishathalye/neural-style)

八、ace_classification(https://github.com/oarriaga/face_classification)

九、darkflow(https://github.com/thtrieu/darkflow)

十、Deep-Learning-21-Examples(https://github.com/hzy46/Deep-Learning-21-Examples)

十一、SSD-Tensorflow(https://github.com/balancap/SSD-Tensorflow)

十二、DLTK(https://github.com/DLTK/DLTK)

十三、Image-OutPainting(https://github.com/bendangnuksung/Image-OutPainting)

十四、Text Classification Models with Tensorflow(https://github.com/dongjun-Lee/text-classification-models-tf)

十五、AndroidTensorFlowMachineLearningExample(https://github.com/MindorksOpenSource/AndroidTensorFlowMachineLearningExample)

十六、Text-Classification(https://github.com/TobiasLee/Text-Classification)

十七、TensorFlow_Exercises(https://github.com/terryum/TensorFlow_Exercises)

十八、PaddlePaddle_code(https://github.com/huxiaoman7/PaddlePaddle_code)

十九、Kaggle_TGS2018_4th_solution(https://github.com/SeuTao/Kaggle_TGS2018_4th_solution)

PyTorch篇:

一、樣例(https://github.com/pytorch/examples)、

二、Awesome-Pytorch-list(https://github.com/bharathgs/Awesome-pytorch-list)

三、DeOldify(https://github.com/jantic/DeOldify)

四、maskrcnn-benchmark(https://github.com/facebookresearch/maskrcnn-benchmark)

五、PyTorch-GAN(https://github.com/eriklindernoren/PyTorch-GAN)

六、hyperlearn(https://github.com/danielhanchen/hyperlearn)

其它:

一、OCR測試(https://github.com/tesseract-ocr/tesseract)

二、動手學深度學習(https://zh.diveintodeeplearning.org)

三、爬蟲實戰(https://github.com/Jack-Cherish/python-spider)

四、(https://github.com/facebookresearch/DensePose)

五、(deep-painterly-harmonization)

六、https://github.com/NVlabs/MUNIT

七、https://github.com/minimaxir/person-blocker

八、(https://github.com/Prodicode/ann-visualizer)

九、GAN(https://github.com/CSAILVision/gandissect)

十、https://github.com/tongpi/basicOCR

十一、https://github.com/aliakbar09a/AI_plays_snake

十二、https://github.com/KaleidoZhouYN/e2e-joint-face-detection-and-alignment

十三、SnakeAI(https://github.com/greerviau/SnakeAI)