Ahmed Mohamed's Projects
My solutions to the Advent of code 2021 problem set, solved in Python.
For hosting only the generated files by hugo and deployment
Tackling some possible applications for AutoEncoders
Hosting hugo files and for assets it hosted in the other repo
A documented implementation for the paper: Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
Deploying a server and client created using nodejs and socket programming, then integrating the client with mongodb replicaset cluster to save the streamed data from the server.
Deploying a springboot and mysql stack, using docker, docker-compose for dev env, using kuberntes for production env, the whole deployment tested in minikube
An Introduction and exploration of Meta learning architecture specifically few-shot-learning. Our goal is to be able to classify new objects never seen it in the training data with very few examples.
Gradually building generative adversarial networks
A fast, clean, responsive Hugo theme.
Keras documentation, hosted live at keras.io
Covering image processing and computer vision concepts with small c++ programs ranging from reading an image, histogram manipulation to object tracking.
In this repository, I'm going to include some well documented projects, that I've implemented during my learning and I will keep it updated
Nudity, violence and drugs detection using nudeNet for nudity, for violence and drugs detection I hyper-tuned mobilenet model on my own collected dataset, the final results is a python flask API that takes an image or a set of images, will return a score on how much it's suitable for work.
Open Source Computer Vision Library
A curated list of sovled problems in which I document my own solution and the best solution that I found online, what is the differences between them, which one is better, and also describing, what lessons to learn from each problem.
Real time emotion recognition, using OpenCV and haarcascade algorithm for face detection from the video source, then I've done emotion recognition using a model trained on FER-2013 dataset with Tensorflow. and also as an other solution, I used DeepFace package for emotion recognition as a prefabricated solution.
A set of projects that will use python, pygame, and pymunk for doing physics simulation FOR FUN.