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Abhishek Masand's Projects

ac-synced-logger icon ac-synced-logger

Utility to output synchronized telemetry and video frames from Assetto Corsa (useful for AI/ML training)

ai-assetto-corsa icon ai-assetto-corsa

This project aims to use a combination of imitation learning and reinforcement learning in order to play Asseto Corsa by learning new policies from expert samples and reward function. These policies are a combination of a function of minimizing the difference between expert moves and the maximizing the reward.

ai-cheque-processing-system icon ai-cheque-processing-system

This project aims to propose a method to use AI as a means to dynamically process cheques, irrespective of what format they are in, and hence improve the efficiency as well as the accuracy of the system. This also enables small corporations to directly use their scanners to process cheques, and not buy expensive cheque reading machines that maybe limited to a particular format.

ai-traffic-management-system icon ai-traffic-management-system

This project aims to bring AI to the Traffic controlling network, and subsequently reduce the need for human intervention by optimizing red light timing. This project calculates the amount of traffic at intersections and changes the timing of each red light to ensure a smooth flow of traffic.

bookflix icon bookflix

This project implements AI on top of a classical book management system, and aims to easy the process of picking out books from a wide collection. Picking out book is very difficult, and often takes a lot of time, that time can be better spent in reading the book. BookFlix takes the user's favourite books, and them uses collaborative filtering using Tensorflow, to predict what kind of books from the library are according to the user's preferences. This project thus helps the user maintain the library of books he wants toread, is reading, and also helps him in 'nding the books he could be interested in reading in the future.

canvas icon canvas

An IOS App using CoreML to successfully detect numbers from a handwritten number

gmvae icon gmvae

Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering

google-stock-price-predicition-challenge icon google-stock-price-predicition-challenge

An algorithm to predict stock price. It has been trained on Google’s stock price data from last 5 years to predict Google’s future stock price. It has been prepared using Time-Series-Analysis using Recurrent Neural Network (RNN)

keras-openface icon keras-openface

Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version

movrec icon movrec

A Movie Recommender system trained on the Movie Lens 1 Million Dataset Using a Restricted Boltzmann Machine in PyTorch

scrapnet icon scrapnet

A directory supporting the code for the paper 'ScrapNet'

traffic-detection-using-opencv icon traffic-detection-using-opencv

Using a raspberry pi with a camera to detect the number of vehicles passing through a particular section of the road in a period of time

tweeter icon tweeter

Designed a powerful algorithm, which pulls tweets by topics and has a custom NLPA trained model for sentence modeling using many methods such as “Bag of Words” method, to accurately predict the sentiment of a tweet and confirm the entity’s in the sentence.

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