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Ibrahim Alfa's Projects

raccoon_dataset icon raccoon_dataset

The dataset is used to train my own raccoon detector and I blogged about it on Medium

randomnumbergenerator icon randomnumbergenerator

A simple random number generator that returns a pseudo-random integer based on probability distribution given in argument.

rednet icon rednet

This is an official release of the RedNet architecture.

sharpswiper icon sharpswiper

Fully interactive swiping game. Hours of fun sure to keep you hooked and trying to beat your high score. Game uses Vanilla Javascript, HTML, and CSS to create a reactive gameplay experience. Difficulty increases steadily as game progresses. The game uses spritesheets to animate the asteroids and the explosions.

simple-hourglass icon simple-hourglass

Simplified implementation about FCN-8, U-Net and RedNet in tensorflow with simple dataset

snake icon snake

A pure HTML5 version of Snake game

snake-game icon snake-game

Example snake game with basic high scores implemented

spaceship_game icon spaceship_game

A simple space ship game to be used as an AI environment to train and deploy an RNN

starship_d3qn icon starship_d3qn

Built a custom spaceship game to act as an environment for a D3QN Reinforcement learning Agent. Main goal being to tweak and mess around to gain understanding of Reinforcement Learning process as well increase knowledge of NN architecture for the noble purpose of just having more fun in the future. Written in python. And mainly run in a conda env on windows vscode.

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

toyidentifier icon toyidentifier

Sample Xamarin app using Azure CustomVision to identify kids toys

tressetteapp icon tressetteapp

Tressette card game multiplayer! .net core 2.1 + signalr + angular6

yolov3 icon yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

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