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Samarjeet Sahoo's Projects

adversarial-pose-estimation icon adversarial-pose-estimation

A PyTorch implementation of the paper 'Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation' (https://arxiv.org/pdf/1705.00389v2.pdf)

android-social-network-app icon android-social-network-app

A basic social networking app which allows users to post images and text and comment on posts. The app was made in Android and was done as a part of an assignment in DataBase Systems Lab.

bookbench icon bookbench

A web application which serves as a platform for searching, sharing and reviewing books. Also supports asynchronous messaging, user location system and a simple recommendation system.

chat-application-opti-chat icon chat-application-opti-chat

Chat application using Socket Programming in python. Also supports sharing of multimedia files. GUI made using python's Tkinter library. This was done as a project for Computer Networks Lab.

crop-disease-detection icon crop-disease-detection

A Crop Disease Detector made using a modified AlexNet architecture. Also uses K-Neighbour Regression to detect probability of epidemic spread. This was our team's entry for Microsoft Code Fun Do 2017.

cs-386-artificial-intelligence-lab icon cs-386-artificial-intelligence-lab

Assignments include search algorithms, basic neural networks, perceptron, k-means algorithm, exact and approximate inference in Bayes Nets. Some of them were implemented through the UCB Pacman game.

cs-747-fila-assignments icon cs-747-fila-assignments

Multi Armed Bandit - Epsilon-Greedy, UCB, KL-UCB, Thompson Sampling; Optimal Policy for MDP- Linear Programming, Howard's Policy Iteration; Sutton-Barto - Windy Gridworld, Gambler's Problem

drawing-fractals-drracket icon drawing-fractals-drracket

Drawing different geometrical figures in DrRacket, starting from simple lines and circles, and ending with the complex and recursive fractals.

expression-parser-drracket icon expression-parser-drracket

A simple parser written in DrRacket for parsing different mathematical expressions and representing them in the form of a parse tree.

gravity-simulation-drracket icon gravity-simulation-drracket

Simulating the theoretical force of gravity among multiple bodies in DrRacket. The net forces on the particles are approximated by using trees containing the centre of mass of particle groups.

image-quilting-and-texture-synthesis icon image-quilting-and-texture-synthesis

An implementation of the paper - Image Quilting for Texture Synthesis and Transfer by Efros and Freeman. This was done as a project for the Digital Image Processing course.

objects-that-sound icon objects-that-sound

Implementation of Google Deepmind's paper `Objects that Sound` by Arandjelovic and Zisserman. This was done as a project for the Advanced Machine Learning course.

ping-pong-game-drracket icon ping-pong-game-drracket

A two player Ping Pong game developed in DrRacket using the 2htdp universe library. This was done as a project for the Abstractions and Paradigms in Programming course

ply-compiler icon ply-compiler

Compiler for a custom C type pointer based language written using Python Lex-Yacc. This was done as a series of assignments as a part of the Implementation of Programming Languages lab

safe-rl-pacman icon safe-rl-pacman

An implementation of Safe Reinforcement Learning in the UCB Pacman game along with an extensive analysis. This was done as a project for the Foundations of Intelligent and Learning Agents course.

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