Mostafa ElAraby's Projects
This application uses k-means ,TF-IDF and mysql to create a set of related articles .....
A novel framework that uses foreground class prototypes along with dark experience replay to alleviate both catastrophic forgetting and background shift in semantic segmentation (where old classes are having ground truth background in future tasks).
.NET SDK used to build chat bots for the Microsoft Bot Framework.
JavaScript SDK used to build chat bots for the Microsoft Bot Framework.
imitation learning baseline with dataset aggregation.
A Python-embedded modeling language for convex optimization problems.
Project exploring music source separation using Cyclic GAN in the waveform domain as in wavgan
A notebook explaining the difference between DCGAN and using multiple random projections to train several discriminators
Features extractors for tensorflow models used to estimate generalization gap
Self-driving car simulator for the Duckietown universe
A simple approach towards Distributed File System File systems over the network was introduced as an approach of sharing files over the network, which was at the time of small number of computers acceptable performance but with the growth of the internet and the growth of the data there was a need to a highly available approach to reach all the files over the network in high-speed, with the need for that files among the network appears to be on the same disk.
This module is used to extract image features that can be later used for ad clicking prediction as in https://maths-people.anu.edu.au/~johnm/courses/mathdm/talks/dimitri-clickadvert.pdf .
Toolbox of models, callbacks, and datasets for AI/ML researchers.
Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch
an mlp model made using numpy for learning purposes on MNIST dataset
Out Of Distribution Detection Papers List
Super fast HTML 5 2D rendering engine that uses webGL with canvas fallback
Model summary in PyTorch similar to `model.summary()` in Keras
Entry for CL vision workshop CVPR@21 under name Real-Deel https://eval.ai/web/challenges/challenge-page/829/overview
A general-purpose encoder-decoder framework for Tensorflow
The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.
html5 space war game using pixi.js
Keyword spotting using various architecture like convolutional vggnet , 1D convolutional network and CTC.