Computer Vision Essentials in Python Programming Language 🎉

Repository for the biometrics class project

A multi-criteria decision analysis (MCDA)-based composite proxy target variable generation technique for business decision modeling that uses relevant features or independent variables conceptually related to the intended target variable.

Using Text Mining and Natural Language Processing Techniques pre- processed 50k tweets. Visualized the impact of hashtags on tweets sentiment using Seaborn. Applied machine learning models, calculated f1_scores, accordingly used the best model for sentiment prediction.

Implement a Hand Gesture Recognition System. Given an image containing a single hand, the system is supposed to classify the hand gesture into one of six digits (from 0 to 5). The system handles different lighting effects and different hand poses as much as possible. It is implemented in a complete machine learning pipeline.