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Sahil Garg's Projects

corona-go icon corona-go

A simple covid player game build using JavaScript

covid-19 icon covid-19

A small learning project to build a COVID-19 detector using CNN in Keras

data-augmentation icon data-augmentation

data augmentation is a technique that can be used to artificially expand the size of a training dataset

deepface icon deepface

A deep learning based project to detect gender,age and emotions of a person

face-recognition icon face-recognition

face detection and recognition using haarcascades classifier and knn algorithm

image-captioning icon image-captioning

Image Captioning is the process of generating textual description of an image. It uses both Natural Language Processing and Computer Vision to generate the captions.

image-segmentation icon image-segmentation

classification of an image into different groups(image segmentation) using KMeans.

multi-layer-perceptrons icon multi-layer-perceptrons

Three Layer Neural Network architecture created from scratch without using any pre-defined libraries.

mushroom-classification icon mushroom-classification

To predict the class of mushrooms with the help of Naive Bayes algorithm, given some features of the mushrooms.

music-generation icon music-generation

generating new music(piano) files by using LSTM with the help of music21 library

perceptron icon perceptron

Implementation of Perceptron(smallest neural network) from scratch.

phaser icon phaser

Phaser is a fun, free and fast 2D game framework for making HTML5 games for desktop and mobile web browsers, supporting Canvas and WebGL rendering.

reinforcement-learning--cartpole icon reinforcement-learning--cartpole

A Reinforcement Learning Based algorithm(Q-learning) built from scratch to simulate the game 'CartPole-v0' in the OpenAI Gym Environment.

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