Ahmed Mohamed's repositories
nsfw-detection
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.
AutoEncoders-Applications
Tackling some possible applications for AutoEncoders
Machine-Learning-and-Deep-Learning-Models
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
simulating-physics-using-pymunk
A set of projects that will use python, pygame, and pymunk for doing physics simulation FOR FUN.
advent-of-code-21
My solutions to the Advent of code 2021 problem set, solved in Python.
dcgans-documented-implementation
A documented implementation for the paper: Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
deploying-nodejs-stack
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_springboot_stack
Deploying a springboot and mysql stack, using docker, docker-compose for dev env, using kuberntes for production env, the whole deployment tested in minikube
few-shot-learning-explained
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.
realtime-face-emotion-recognition
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.
amshrbo.github.io
For hosting only the generated files by hugo and deployment
gradually-building-gans
Gradually building generative adversarial networks
hugo-PaperMod
A fast, clean, responsive Hugo theme.
keras-io
Keras documentation, hosted live at keras.io
low-level-vision-with-cpp
Covering image processing and computer vision concepts with small c++ programs ranging from reading an image, histogram manipulation to object tracking.
opencv
Open Source Computer Vision Library
Problem-Solving
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.