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ahnassef's Projects

awesome icon awesome

:sunglasses: Curated list of awesome lists

awesome-visual-slam icon awesome-visual-slam

:books: The list of vision-based SLAM / Visual Odometry open source, blogs, and papers

backpropagation icon backpropagation

My derivation of the backpropagation algorithm used in deep neural networks.

coursera-dl icon coursera-dl

Script for downloading Coursera.org videos and naming them.

edx-dl icon edx-dl

A simple tool to download video lectures from edx.org (and other openedx sites)

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hypharos_minibot icon hypharos_minibot

Low-cost, flexible, user friendly ROS/ROS 2.0 starter robot platform (~300USD)

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

mrpt icon mrpt

:zap: The Mobile Robot Programming Toolkit (MRPT)

msckf_vio icon msckf_vio

Robust Stereo Visual Inertial Odometry for Fast Autonomous Flight

numerical-mooc icon numerical-mooc

A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.

openpose icon openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

prnet icon prnet

The source code of 'Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network'.

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