Implementations of linear algebra algorithms.

[CVPR 2024] IntrinsicAvatar: Physically Based Inverse Rendering of Dynamic Humans from Monocular Videos via Explicit Ray Tracing

Code Release for DiffusionRig (CVPR 2023)

3D Gaussian Splatting with Unity VFX Graph

Toy Gaussian Splatting visualization in Unity

Advanced Python Mastery (course by @dabeaz)

Code of [CVPR 2024] "Animatable Gaussians: Learning Pose-dependent Gaussian Maps for High-fidelity Human Avatar Modeling"

Code Repository for CVPR 2023 Paper "PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360 degree"

Official repository for 'GaussianHead: High-fidelity Head Avatars with Learnable Gaussian Derivation'

3D Gaussian Splatting for Real-Time Radiance Field Rendering - Detailed Windows Install & Usage Instructions

PyTorch deep learning projects made easy.

Archive of Tasks and Results of the Video Browser Showdown

HybridNets: End-to-End Perception Network

Implementation of the Automatic Emergency Braking System using deep learning.

Unofficial implemention of lanenet model for real time lane detection

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

Code of the Unsupervised Traffic Accident Detection paper in Pytorch.

An ultra-simplified explanation to design patterns

All Algorithms implemented in Python

🎓 Path to a free self-taught education in Computer Science!

DSGN : Exploiting Visual-Spatial Relation for Stereo-based 3D Detectors (T-PAMI 2022)

Code for RA-L journal and IROS 2022 paper "DeepFusionMOT: A 3D Multi-Object Tracking Framework Based on Camera-LiDAR Fusion with Deep Association".

Multiple object tracking using Kalman Filter and Hungarian Algorithm - OpenCV

Simple Implementation 1-D Kalman Filter in Python

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

The fastai book, published as Jupyter Notebooks

⚙️ Modernized gruvbox color scheme for neovim and its popular plugins

A keyboard shortcut browser extension for keyboard-based navigation and tab operations with an advanced omnibar