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Yahya Ghani's Projects

legcases icon legcases

The Csvs to create search and graph db for

lobe icon lobe

Lobe is the world's first AI paralegal.

lstm_music_generation icon lstm_music_generation

Algorithmic music generation using Recurrent Neural Networks (RNNs,) The underlying model is a Many-to-Many Long Short Term Memory (LSTM) with a TimeDistributed Layer.

math3d-react icon math3d-react

A user-friendly 3d graphing calculator for the web. Create, share, and animate 3d mathematical scenes.

mediapipe_plus icon mediapipe_plus

The purpose of this project is to apply mediapipe to more AI chips.

mmhuman3d icon mmhuman3d

OpenMMLab 3D Human Parametric Model Toolbox and Benchmark

mmocr icon mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox

mmskeleton icon mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

mocapjs icon mocapjs

A motion capture library for Three.js: Playing | Streaming | VR

mocapnet icon mocapnet

We present MocapNET, 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

modeler icon modeler

A Python package to reconstruct 3D models from video

motion_matrix_evaluation icon motion_matrix_evaluation

State of the art for estimation of motion matrix involving pose estimation using mediapipe and dynamic time wrapping.

mprnet icon mprnet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

mt-dnn icon mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

mt-dnn-1 icon mt-dnn-1

Multi-Task Deep Neural Networks for Natural Language Understanding

mujoco icon mujoco

Multi-Joint dynamics with Contact. A general purpose physics simulator.

myblackstone icon myblackstone

:black_circle: A spaCy pipeline and model for NLP on unstructured legal text.

neural-blend-shapes icon neural-blend-shapes

An end-to-end library for automatic character rigging, skinning, and blend shapes generation, as well as a visualization tool [SIGGRAPH 2021]

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