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d2l-ai/d2l-en

Interactive deep learning book with code and math

28.4K
Archived
Python
Computer Vision
Books & Guides
Jupyter
#deep-learning#machine-learning#computer-vision

graphdeco-inria/gaussian-splatting

3D Gaussian Splatting for real-time radiance field rendering

20.8K
Stable
Python
Computer Vision
#3d-gaussian-splatting#radiance-field#computer-graphics

ddbourgin/numpy-ml

A comprehensive machine learning library in Python with implementations of various algorithms and models.

16.3K
Archived
Python
ML Ops
#machine-learning#numpy#deep-learning

playcanvas/engine

Powerful web graphics runtime built on WebGL, WebGPU, WebXR and glTF for game development and virtual reality

14.5K
Active
JavaScript
Animation & Motion
JavaScript
#webgl#webgpu#webxr

nerfstudio-project/nerfstudio

A collaboration-friendly studio for building NeRF-based 3D reconstructions using PyTorch and other ML tools.

11.3K
Experimental
Python
Computer Vision
PyTorch
#3d-reconstruction#nerf#deep-learning

bayesian-optimization/BayesianOptimization

A Python library for global optimization using Gaussian processes, useful for AI/ML developers.

8.6K
Stable
Python
Optimization
Libraries
Python
#optimization#gaussian-processes#machine-learning

MrNeRF/awesome-3D-gaussian-splatting

A curated list of papers and resources focused on 3D Gaussian Splatting, a technique used in neural rendering.

8.4K
Active
HTML
Neural Rendering
React
#3d-gaussian-splatting#neural-rendering#nerf

nerfstudio-project/gsplat

Highly performant CUDA-accelerated library for gaussian splatting, useful for AI and computer vision applications.

4.6K
Active
Cuda
Computer Vision
API Frameworks
CUDA
#gaussian-splatting#cuda#computer-vision

dreamgaussian/dreamgaussian

This Python library provides efficient 3D content creation by generating 3D representations from images and text.

4.3K
Archived
Python
Computer Vision
Text-to-3D
Python
#image-to-3d#text-to-3d#3d-generation

cornellius-gp/gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch for GPU-accelerated machine learning.

3.8K
Active
Python
ML Ops
Inference
PyTorch
#gaussian-processes#gpu-acceleration#machine-learning

ArthurBrussee/brush

A Rust library for 3D reconstruction using Gaussian splatting techniques.

3.7K
Active
Rust
Graphics
CLI Tools
#3d-reconstruction#gaussian-splatting#graphics

playcanvas/supersplat

A 3D Gaussian Splat Editor built on the PlayCanvas WebGL engine, focused on GPU-accelerated visualization.

3.7K
Active
TypeScript
Animation & Motion
Frontend Frameworks
PlayCanvas
#3d-graphics#webgl#webgpu

hustvl/4DGaussians

Real-time dynamic scene rendering using 4D Gaussian Splatting

3.4K
Archived
Jupyter Notebook
React
#real-time#dynamic-scene-rendering#neural-network

Anttwo/SuGaR

Official PyTorch implementation of an efficient 3D mesh reconstruction and high-quality rendering technique.

3.2K
Archived
C++
Computer Vision
API Frameworks
PyTorch
#3d-reconstruction#neural-rendering#mesh-generation

luigifreda/pyslam

Python/C++ Visual SLAM pipeline for 3D reconstruction

3.1K
Active
Python
Machine Learning & AI Libraries
#pySLAM#Visual SLAM#3D Reconstruction

hbb1/2d-gaussian-splatting

2D Gaussian splatting for geometrically accurate radiance field reconstruction, useful for novel view synthesis.

3.1K
Stable
Python
Computer Vision
Novel View Synthesis
Python
#gaussian-splatting#radiance-field#novel-view-synthesis

antimatter15/splat

Interactive WebGL viewer for Gaussian splats

2.9K
Stable
JavaScript
WebGL 3D Splat Viewer
Next.js
#webgl#javascript#3d-splat-viewer

mkkellogg/GaussianSplats3D

A Three.js-based implementation of 3D Gaussian splatting for visualizing data in a 3D space.

2.6K
Stable
JavaScript
Animation & Motion
Charts & Visualization
Three.js
#3d-visualization#data-visualization#animation

MrNeRF/LichtFeld-Studio

3D Gaussian splatting studio for photorealistic NeRF rendering and computer vision.

2.4K
Active
C++
Computer Vision
Build Tools
CUDA
#gaussian-splatting#neural-radiance-fields#photogrammetry

google/neural-tangents

Neural Tangents is a Python library for fast and easy infinite neural networks using JAX.

2.4K
Archived
Jupyter Notebook
LLM Frameworks
API Frameworks
JAX
#neural-networks#bayesian-inference#gaussian-processes
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