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Zeyad Mahran's Projects

cs231n-2017-summary icon cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

dmet601-tasks icon dmet601-tasks

Tasks for the DMET 601: Web Technologies and Usability Course

draw_images icon draw_images

Python code paint images files to your favourite paint software.

missive-gcal-export-integration icon missive-gcal-export-integration

Adds an integration to the Missive mail app that parses emails for dates and displays them to be exported to Google Calendar if desired.

smart_traffic_management_system icon smart_traffic_management_system

The current traffic management system in most of the Indian cities are either based on the fixed timer control mode or the manual control traffic management. As technology becomes mature Machine Learning is one of the emerging application of Artificial Intelligence nowadays and its infrastructure is also increasing, it can be helpful for solving many traffic problems, in this paper we propose Reinforcement Learning approach with the help of Convolution-Neural-Network to minimize the average waiting time of vehicles at an intersection.

spiral icon spiral

We provide a pre-trained model for unconditional 19-step generation of CelebA-HQ images

voxelnet icon voxelnet

This is an unofficial inplementation of VoxelNet in TensorFlow.

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