Ahmed Raafat's Projects
:metal: awesome-semantic-segmentation
Extracting features using PCA, DCT, Centroid features and Auto encoder of 1 hidden-layer then classifying using K-means, GMM, SVM
Modified LeNet Architecture CNN to classify a reduced MNIST data-set
Multiagent RL
Exercise notebooks for CVND.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
Cheat Sheets
DDPG implementation on BipedalWalker-v2
Repo for the Deep Reinforcement Learning Nanodegree program
Detection and visualization of abnormality in chest radiographs using modality-specific convolutional neural network ensembles
Deep-Q Network on OpenAI lunarlander-v2
Face recognition using Tensorflow
FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.
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Deep Learning: Image classification, feature visualization and transfer learning with Keras
Solving different classification problems on Kaggle
Project AMP Regression problems by Prof. Antonio Quesada ( Regression assignment )
Unity Machine Learning Agents Toolkit
📺 A place to discover the latest machine learning courses on YouTube.
mlmodels : Machine Learning and Deep Learning Model ZOO for Pytorch, Tensorflow, Keras, Gluon models...
Set of Jupyter Notebooks linked to Roboflow Blogpost and used in our YouTube videos.
CM calculations and feature extraction for O-Nect Library