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Ashish Papanai's Projects

al-folio icon al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

btwin icon btwin

Find your twin. [Under Construction]

cabshortestpath icon cabshortestpath

Reinforcement Learning solution to find the shortest path between the cab driver, user and the destination to minimise the faults and maximise the profit of the driver, by reducing travel time.

chessjs icon chessjs

This engine has defeated Stockfish Level-6 which has 2300+ ELO rating with 1sec as thinking time. It is an implementation of Chess Engine in JavaScript by using Min Max Tree with Alpha-Beta pruning (GOFAI (Good Old-Fashioned Artificial Intelligence)). The front-end of the website is basic HTML and CSS. ChessJS Version 2 : v2.chessjs.tech

covid-19 icon covid-19

Management by Maharashtra, Delhi and Kerala during the Phase-1 of COVID-19 Lockdown

facedetect icon facedetect

Python script to detect and extract faces from images to create specific datasets. It is based on the MTCNN Library which is an implementation of the ZHANG2016 research paper.

first-neuralnet icon first-neuralnet

This repository is a part of hands-On Lab organised for members of DSC MAIT for the event 'Demystifying Machine Learning' held on 27th January, 2021. This is a solution to Kaggle getting started competition. The repository is only for educational and training purposes and doesn't intends to violate and privacy policy or terms and conditions.

flaskblog icon flaskblog

Learning flask by creating a blogging website.

imgprove icon imgprove

A deep-learning solution to improve the quality of low-resolution images. Improves the resolution of a 100x100 image to 400x400. This Library helps in optimizing data storage in cloud based servers without compromising much with the quality of the image. An Implementation of SRGAN (arXiv:1609.04802)

inverted_or_not icon inverted_or_not

Binary image classification model with 99.50 training accuracy, 98.20 Validation Accuracy and 98.34 testing accuracy on inverted and non-inverted human faces.

microwave icon microwave

Simple program for microwave, written in java in 10th Grade

parseq-ov icon parseq-ov

Scene Text Recognition with Permuted Autoregressive Sequence Models (ECCV 2022)

pmtk3 icon pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

pyprobml icon pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

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