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Face Alignment System Using A Cascaded Regression Model

Overview

Part 2 of my Applied Machine Learning submission, where I designed, built, tested and analysed a face alignment system. For a comprehensive overview view the full report.

How To Run

# 1. Clone repo
git clone https://github.com/jude-james/face-alignment-with-regression.git

# 2. Change directory
cd face-alignment-with-regression

# 3. Install dependencies
pip install numpy matplotlib opencv-python scikit-learn

# 4. Run script
python facealignment.py

About

Computer vision task, using SIFT and a cascaded regression model to predict facial landmark features

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