This mini-project tries to solve the computer-vision task of identifying the number of fingers held up in front of a camera using fundamental and basic ML Algorithms. The intent is to explain and teach the pros and cons of learning algorithms like Decision Trees, Random Forests, Support Vector Machines, et cetera. This repo is a part of the course offered by iHub, IIIT Hyderabad : Foundations of Modern Machine Learning 2021 - 2022.