Udacity Computer Vision Nanodegree

Facial Keypoint Detection

Use image processing techniques and deep learning to recognize faces and facial keypoints, such as the location of the eyes and mouth on a face.

Requirements

1. Download and install Anaconda Python
2. Create and activate a Conda environment

Set-up

Clone the project repository

git clone http://github.com/sdonatti/nd891-project-facial-keypoint-detection.git

Install required Python packages

cd nd891-project-facial-keypoint-detection
pip install -r requirements.txt -f https://download.pytorch.org/whl/torch_stable.html

Launch the project Jupyter Notebooks

jupyter notebook

Notebook 1 : Loading and Visualizing the Facial Keypoint Data

Notebook 2 : Defining and Training a Convolutional Neural Network (CNN) to Predict Facial Keypoints

Notebook 3 : Facial Keypoint Detection Using Haar Cascades and your Trained CNN

Notebook 4 : Fun Filters and Keypoint Uses

License

This project is licensed under the MIT License