erilyth/DeepLearning-Challenges

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erilyth/DeepLearning-Challenges

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Codes for weekly challenges on Deep Learning by Siraj

Deep-Learning Challenges

Contents

Art Generation
Image Classifier
Earthquake Prediction
Language Translation
Linear Regression
Music Generation
Sentiment Analysis
Text Based Chatbot

Credits

Thanks to Siraj for his weekly challenges which inspired and motivated me to work on these problems

Flappy-Bird-Genetic-Algorithms

Use genetic algorithms to train flappy bird

Notes

Notes for all the courses I have taken till date

DCGANs

Implementation of some basic GAN architectures in Keras

DonkeyKong-Pygame

A spinoff of the original Donkey Kong game, which is simpler than the original. The codebase is written in python (pygame).

HybridBinaryNetworks-WACV18

Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory - WACV18

DistributionAwareBinarizedNetworks-WACV18

Distribution-Aware Binarization of Neural Networks for Sketch Recognition - WACV 18

Pokemon-Type-Classification-Challenge

Code for the Pokemon Type Classification Challenge by @Sirajology

Neural-Network-Implementation

Standard neural network implemented in python

Tangram-Game

A simple game we developed for our SSAD project.

Universe-RL-Samples

Reinforcement Learning on the Universe platform

BreathingLabs---BreathDroid

Breath based obstacle game

OpenGL-3D

An adventure 3D platformer made completely using OpenGL

Standard-Datastructures

Some basic datastructures implemented in C/C++

Depth-based-edge-detection

An implementation of the paper published which deals with edge detection using multiple flash images from different directions

Text-Generation-PyTorch

Text generation experiments using PyTorch

GameRatingPrediction

"How to rate a video game?" - A prediction system for video games based on multimodal information (ICPRAI 2018)

GetMeOut-Actionscript

A simple 2D mario style platformer made with actionscript. Currently there are 6 levels and more will be added soon.

HouseModel-Blender

A 2 floored house modelled entirely in blender.

Gogreatis-ShortMovie

A simple 1 minute long animation made using Blender and Unity

DeepDream-Torch

Google Deep Dream Implementation in Torch - Modified in order to experiment

First-Person-Shooter-Unity-

A simple first person shooter made using Unity in C#

Carrom-WebGL

A carrom game made using the canvas with WebGL

Soccer-Player-Segmentation

Segment out the players from aerial images of soccer gameplays

GoogleDriveWrapper-NodeJS

A simple nodeJS wrapper to access google drive

Deep-Energy-Based-Policy-Learning

Topics in ML project

Torch-Sample-Codes

Learning to code neural networks using torch (Lua)

Speak-Activity

A speak activity written in JS for Sugarizer

My-Website

A website to let the world know more about me! http://erilyth.github.io/

Simon-Says-Game

A simple 4 colored Simon-Says game developed with HTML5 and Canvas(Javascript)

ImageProcessing-Basics

A few example on the different types of processing that can be done on images (In Matlab)

Window-Detection

Detect windows from images of building facades

RicartAgrawala-DistributedLocks

Implemented in Java using RMI

JPEG_Image_Compression

Moodify

A game to help autistic children understand emotions better.

Harris-Corner-Detection

Detect important points of an image using the harris corner detection method