| input image | keypoints detection : | adding sunglasses | Adding Hat |
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In this project, I combined computer vision techniques and deep learning architectures to build a facial keypoint detection system. Facial keypoints include points around the eyes, nose, and mouth on a face and are used in many applications.
These applications include:
- Facial tracking
- Facial pose recognition
- Facial filters
- Emotion recognition.
- PyTorch
- OpenCV
- matplotlib
- pandas
- numpy
- pillow
- scipy
to install a few required pip packages, which are specified in the requirements text file:
pip install -r requirements.txt
All of the data needed to train a neural network is in the in the subdirectory data. In this folder are training and tests set of image/keypoint data, and their respective csv files.