machine-learning

Restaurant Revenue Prediction

A Machine learning model to accurately predict the annual restaurant sales implemented using an ensemble method of Random Forests, Support Vector Regression and Ridge Regression. (Python)

SafetyFirst : Drowsy Driver Detection

Automated alert system that employs Haar Feature-based cascade classifiers for face detection, extracts and tracks the facial components in live webcam feeds to detect a snoozing driver. (OpenCV, Python).

Semantic Aware Colour Transfer

Implementation of Tsai. et al, SIGGHRAPH16, model generates images with stylized skies by exploting visual semantics for sky editing and scene parsing. (Caffe, Matlab)