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Hamdi Habbouza's Projects

hamdi619.github.io icon hamdi619.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

here icon here

A simpler way to find your files

mediapipe icon mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

mocapnet icon mocapnet

We present MocapNET2, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic hierarchy. This permits the recovery of the human pose even in the case of significant occlusions. (c) An efficient Inverse Kinematics solver that refines the neural-network-based solution providing 3D human pose estimations that are consistent with the limb sizes of a target person (if known). All the above yield a 33% accuracy improvement on the Human 3.6 Million (H3.6M) dataset compared to the baseline method (MocapNET) while maintaining real-time performance (70 fps in CPU-only execution).

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

php-goose icon php-goose

Readability / Html Content / Article Extractor & Web Scrapping library written in PHP

prestashop icon prestashop

PrestaShop is a fully scalable open source e-commerce solution.

python-goose icon python-goose

Html Content / Article Extractor, web scrapping lib in Python

sl-animation-blender icon sl-animation-blender

A project where motion capture data is created based on the AI solution MediaPipe Holistic and applied to a 3D character in Blender

tidyverse icon tidyverse

Easily install and load packages from the tidyverse

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