├── .gitignore ├── LICENSE ├── Lecture_Note ├── 01. Ready to DL │ ├── 01. Intro.md │ ├── 02. CNN.md │ └── 04. ML_Terminology.md ├── 02. DL Intro │ ├── 01. CNN(AlexNet,VGG,GoogleNet,ResNet).md │ ├── 02. Image processing.ipynb │ ├── 03. How to use MNIST.ipynb │ ├── 04. Regularization.md │ ├── 05. AlphaGo Algorithm.md │ ├── 06. tensorflow basic.ipynb │ ├── 07. Logistic Regression.ipynb │ ├── 08. Optimization.md │ └── 09. Retricted Boltzmann Machine.md ├── 03. CNN Application │ ├── 01. Numeric classifier using Multilayer Perceptron(MLP) .ipynb │ ├── 02.Custom-Dataset.ipynb │ ├── 03.Semantic-Segmentation.md │ ├── 04.cnn_mnist.ipynb │ ├── 05.Classification-Using-Custom-Dataset.ipynb │ ├── 07.Residual-Network.md │ ├── 08.Weakly-Supervised-Localization.md │ ├── 09.Image-Detection(1).md │ ├── 10.Image-Detection(2).md │ ├── 11.Visual-QnA.md │ └── 12.Image-Captioning.md ├── 04.Advanced-Topics │ ├── 01.Reinforcement-Learning.md │ ├── 02.RNN-Basic.md │ └── 03.Handwriting-generation-rnn.md └── images │ ├── Lenna.png │ ├── Starry.jpg │ ├── alphago001.png │ ├── alphago002.png │ ├── alphago003.png │ ├── alphago004.png │ ├── alphago005.png │ ├── alphago006.png │ ├── alphago007.png │ ├── alphago008.png │ ├── box.jpeg │ ├── box_scene.jpeg │ ├── cat.jpg │ ├── cats │ ├── images (1).jpeg │ ├── images (10).jpeg │ ├── images (11).jpeg │ ├── images (12).jpeg │ ├── images (13).jpeg │ ├── images (14).jpeg │ ├── images (15).jpeg │ ├── images (16).jpeg │ ├── images (17).jpeg │ ├── images (18).jpeg │ ├── images (19).jpeg │ ├── images (2).jpeg │ ├── images (20).jpeg │ ├── images (21).jpeg │ ├── images (22).jpeg │ ├── images (23).jpeg │ ├── images (24).jpeg │ ├── images (25).jpeg │ ├── images (26).jpeg │ ├── images (27).jpeg │ ├── images (28).jpeg │ ├── images (29).jpeg │ ├── images (3).jpeg │ ├── images (30).jpeg │ ├── images (31).jpeg │ ├── images (32).jpeg │ ├── images (33).jpeg │ ├── images (4).jpeg │ ├── images (5).jpeg │ ├── images (6).jpeg │ ├── images (7).jpeg │ ├── images (8).jpeg │ ├── images (9).jpeg │ ├── images.jpeg │ ├── 다운로드 (1).jpeg │ ├── 다운로드 (2).jpeg │ ├── 다운로드 (3).jpeg │ └── 다운로드.jpeg │ ├── celebs.jpg │ ├── cnn01.png │ ├── cnn02.png │ ├── cnn03.png │ ├── cnn04.png │ ├── cnn05.png │ ├── cnn06.png │ ├── cnn07.png │ ├── dogs │ ├── images (1).jpeg │ ├── images (10).jpeg │ ├── images (11).jpeg │ ├── images (12).jpeg │ ├── images (13).jpeg │ ├── images (14).jpeg │ ├── images (15).jpeg │ ├── images (16).jpeg │ ├── images (17).jpeg │ ├── images (18).jpeg │ ├── images (19).jpeg │ ├── images (2).jpeg │ ├── images (20).jpeg │ ├── images (21).jpeg │ ├── images (22).jpeg │ ├── images (23).jpeg │ ├── images (24).jpeg │ ├── images (25).jpeg │ ├── images (26).jpeg │ ├── images (27).jpeg │ ├── images (28).jpeg │ ├── images (29).jpeg │ ├── images (3).jpeg │ ├── images (30).jpeg │ ├── images (31).jpeg │ ├── images (32).jpeg │ ├── images (33).jpeg │ ├── images (34).jpeg │ ├── images (35).jpeg │ ├── images (36).jpeg │ ├── images (37).jpeg │ ├── images (38).jpeg │ ├── images (39).jpeg │ ├── images (4).jpeg │ ├── images (40).jpeg │ ├── images (5).jpeg │ ├── images (6).jpeg │ ├── images (7).jpeg │ ├── images (8).jpeg │ ├── images (9).jpeg │ ├── images.jpeg │ ├── 다운로드 (1).jpeg │ ├── 다운로드 (2).jpeg │ ├── 다운로드 (3).jpeg │ ├── 다운로드 (4).jpeg │ ├── 다운로드 (5).jpeg │ ├── 다운로드 (6).jpeg │ ├── 다운로드 (7).jpeg │ └── 다운로드.jpeg │ ├── etc │ ├── rnn_input1.png │ ├── rnn_input2.png │ ├── rnn_input3.jpg │ ├── rnn_mnist_look.jpg │ └── word2vec_desc.png │ ├── flash.jpg │ ├── handwriting-rnn001.png │ ├── handwriting-rnn002.png │ ├── handwriting-rnn003.png │ ├── handwriting-rnn004.png │ ├── imageCaptioning001.png │ ├── imageCaptioning002.png │ ├── imageCaptioning003.png │ ├── imageCaptioning004.png │ ├── imageCaptioning005.png │ ├── imagedetection001.png │ ├── imagedetection002.png │ ├── imagedetection003.png │ ├── imagedetection004.png │ ├── imagedetection005.png │ ├── imagedetection006.png │ ├── imagedetection007.png │ ├── imagedetection008.png │ ├── imagedetection009.png │ ├── imagedetection010.png │ ├── imagedetection011.png │ ├── imagedetection012.png │ ├── imagedetection013.png │ ├── imagedetection014.png │ ├── imagedetection015.png │ ├── imagedetection016.png │ ├── imagedetection017.png │ ├── imagedetection018.png │ ├── imagedetection019.png │ ├── logistic001.png │ ├── logistic002.png │ ├── optimization001.png │ ├── optimization002.png │ ├── optimization003.png │ ├── optimization004.png │ ├── optimization005.png │ ├── optimization006.gif │ ├── optimization007.png │ ├── rbm001.png │ ├── rbm002.png │ ├── rbm003.png │ ├── rbm004.png │ ├── rbm005.png │ ├── rbm006.png │ ├── rbm007.png │ ├── regularization001.png │ ├── regularization002.png │ ├── regularization003.png │ ├── regularization004.png │ ├── regularization005.png │ ├── reinforcementlearning001.png │ ├── reinforcementlearning002.png │ ├── resnet001.png │ ├── resnet002.png │ ├── resnet003.png │ ├── resnet004.png │ ├── rnn001.png │ ├── rnn002.png │ ├── rnn003.png │ ├── semantic-segmentation001.png │ ├── semantic-segmentation002.png │ ├── semantic-segmentation003.png │ ├── style1.jpg │ ├── style2.jpg │ ├── tsboard │ ├── cnn_mnist.png │ ├── linear_regression.png │ ├── logistic_regression_mnist.png │ ├── mlp_mnist.png │ └── rnn_mnist.png │ ├── visualQnA001.png │ ├── visualQnA002.png │ ├── visualQnA003.png │ ├── visualQnA004.png │ ├── visualQnA005.png │ ├── visualQnA006.png │ ├── visualQnA007.png │ ├── weakly-supervised-localization001.png │ └── weakly-supervised-localization002.png └── README.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zzsza/Deep_Learning_starting_with_the_latest_papers/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zzsza/Deep_Learning_starting_with_the_latest_papers/HEAD/LICENSE -------------------------------------------------------------------------------- /Lecture_Note/01. 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