Swapnil Gupta's repositories
stacked-hourglass
A Tensorflow implementation of Stacked Hourglass Network for Keypoint Detection, with several residual layers and can be trained to detect keypoints of chairs and cars.
Keras_Efficientnet_SSD
A pure Tensorflow+Keras TPU trainable implementation of SSD (Single Shot MultiBox Detector) using different backbones of EfficientNet which can be replaced with any ImageNet backbone. Tested on the PASCAL_VOC dataset. Implemented several low level data preprocessing and augmentations in pure tf functions for faster computation.
flappybird-ai
Python Program for training an artificial player in the classic Flappy Bird game. Uses Genetic Algorithm (NeuroEvolution) including crossover and mutations on a population of players to generate better models.
tunnel-rush
3D WebGL game
legend-zelda
3D OpenGL game
multiStyleTransfer
Python program, created with the help of pyTorch for extracting essential features from multiple style images and adding them to a single image. Produces an image with multiple styles added to the input image.
traffic-sign
Python program for Traffic Sign Recognition using OpenCV and TensorFlow. Uses 2 Deep CNN Image classifiers in for detecting a traffic sign and for classifying which traffic sign it is.
My_Compiler
This repo contains a compiler for Kauta, a programming language.
Bomberman
The classic nintendo bomberman game on a unix terminal using python. Features include colorful display, multiple levels, music, enemies of varying strengths and speeds, automatic movement of enemies in real time, and an organized code with modularity, encapsulation and inheritance.
cs231n
Solved Assignments for Stanford CNN Course cs231n
CSE_Algorithms
Algorithms implemented in C++
duplicate-elimination
A programs that performs duplicate elimination for a given relation.
extreme-tic-tac-toe
An AI Bot capable of playing 16x16 variant of Extreme Tic-Tac-Toe created using Mini-Max and AlphaBeta pruning. The search algorithm used is MTD(f) algorithm. Zobrist Hashing has been used to identify board states that have occurred before.
hourglasstensorlfow
Tensorflow implementation of Stacked Hourglass Networks for Human Pose Estimation
kmeans
A python implementation of the kmeans algorithm to compress png and jpg files.
lab-bluemix-cf
This repo demonstrates how deploy a simple Python Flask RESTful service using Bluemix Cloud Foundry
lab-flask-bdd
NYU DevOps lab on Behavior Driven Development with Flask and Behave
lab-flask-tdd
NYU DevOps lab on Test Driven Development
lab-github-actions
This lab demonstrates how to use GitHub Actions with Python and Redis containers
mini-sql-engine
A mini sql engine which will runs SQL Queries using command line interface
plots2
PublicLab.org - a collaborative knowledge-exchange platform in Rails; we welcome first-time contributors! :balloon:
pytorch-pose
A PyTorch toolkit for 2D Human Pose Estimation.
SummaRuNNer
The PyTorch Implementation of SummaRuNNer
tensorflow
An Open Source Machine Learning Framework for Everyone
tictactoe-bot
A python implementation of the classic tictactoe game along with the option of playing against a bot.
two-phase-mergesort
A program to sort records when number of blocks of records are more than the size of main memory