Pinned Repositories
AutoEncoders-Applications
Tackling some possible applications for AutoEncoders
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.
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
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.
openai-gym-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.
simulating-physics-using-pymunk
A set of projects that will use python, pygame, and pymunk for doing physics simulation FOR FUN.
amshrbo's Repositories
amshrbo/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.
amshrbo/AutoEncoders-Applications
Tackling some possible applications for AutoEncoders
amshrbo/openai-gym-examples
amshrbo/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
amshrbo/simulating-physics-using-pymunk
A set of projects that will use python, pygame, and pymunk for doing physics simulation FOR FUN.
amshrbo/advent-of-code-21
My solutions to the Advent of code 2021 problem set, solved in Python.
amshrbo/dcgans-documented-implementation
A documented implementation for the paper: Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
amshrbo/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.
amshrbo/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
amshrbo/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.
amshrbo/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/amshrbo
amshrbo/amshrbo.github.io
For hosting only the generated files by hugo and deployment
amshrbo/blog
Hosting hugo files and for assets it hosted in the other repo
amshrbo/cloudbuild-slack-notifier
amshrbo/gradually-building-gans
Gradually building generative adversarial networks
amshrbo/hugo-PaperMod
A fast, clean, responsive Hugo theme.
amshrbo/keras-io
Keras documentation, hosted live at keras.io
amshrbo/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.
amshrbo/opencv
Open Source Computer Vision Library
amshrbo/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.
amshrbo/videodetector