├── .gitignore ├── README.md ├── code ├── .DS_Store ├── 1_load_faces.ipynb ├── 2_logistic_regression.ipynb ├── 3_multi_layer_perceptron.ipynb ├── 4_convolutional_neural_network.ipynb └── data.npz └── ppt ├── 0_Intro2JupyterHub.pptx ├── 1_TensorFlowTutorial-part1.pptx ├── 2_TensorFlowTutorial-part2.pptx ├── 3_CNN_Tutorial.pptx ├── 4_Detection_methods.pptx └── 5_Semantic segmentations.pptx /.gitignore: -------------------------------------------------------------------------------- 1 | img_dataset 2 | .DS_Store 3 | .ipynb_checkpoints 4 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sjchoi86/face_recognition/HEAD/README.md -------------------------------------------------------------------------------- /code/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sjchoi86/face_recognition/HEAD/code/.DS_Store -------------------------------------------------------------------------------- /code/1_load_faces.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sjchoi86/face_recognition/HEAD/code/1_load_faces.ipynb -------------------------------------------------------------------------------- /code/2_logistic_regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sjchoi86/face_recognition/HEAD/code/2_logistic_regression.ipynb -------------------------------------------------------------------------------- /code/3_multi_layer_perceptron.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sjchoi86/face_recognition/HEAD/code/3_multi_layer_perceptron.ipynb -------------------------------------------------------------------------------- /code/4_convolutional_neural_network.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sjchoi86/face_recognition/HEAD/code/4_convolutional_neural_network.ipynb -------------------------------------------------------------------------------- /code/data.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sjchoi86/face_recognition/HEAD/code/data.npz -------------------------------------------------------------------------------- /ppt/0_Intro2JupyterHub.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sjchoi86/face_recognition/HEAD/ppt/0_Intro2JupyterHub.pptx -------------------------------------------------------------------------------- /ppt/1_TensorFlowTutorial-part1.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sjchoi86/face_recognition/HEAD/ppt/1_TensorFlowTutorial-part1.pptx -------------------------------------------------------------------------------- /ppt/2_TensorFlowTutorial-part2.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sjchoi86/face_recognition/HEAD/ppt/2_TensorFlowTutorial-part2.pptx -------------------------------------------------------------------------------- /ppt/3_CNN_Tutorial.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sjchoi86/face_recognition/HEAD/ppt/3_CNN_Tutorial.pptx -------------------------------------------------------------------------------- /ppt/4_Detection_methods.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sjchoi86/face_recognition/HEAD/ppt/4_Detection_methods.pptx -------------------------------------------------------------------------------- /ppt/5_Semantic segmentations.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sjchoi86/face_recognition/HEAD/ppt/5_Semantic segmentations.pptx --------------------------------------------------------------------------------