Recognising facial expressions using simple neural networks coded in numpy
Data obtained from https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge
Images are classified into several expressions like Angry, Sad, Surprised etc. Some examples are shown below
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├── Code
│ ├── __pycache__
│ │ ├── lputil.cpython-37.pyc
│ │ ├── util.cpython-36.pyc
│ │ └── util.cpython-37.pyc
│ ├── ann_binary.py
│ ├── ann_multi.py
│ ├── logistic.py
│ ├── lp_sigmoid.py
│ ├── lputil.py
│ ├── show_images.py
│ └── util.py
├── Images
│ ├── Angry.png
│ ├── Angry2.png
│ ├── Fear.png
│ ├── Neutral.png
│ └── Surprise.png
└── README.md
For more information on code, check my website here