omerbsezer/Generative_Models_Tutorial_with_Demo
Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..
Language: Jupyter Notebook
#auto_regressive_model #bayesian_classifiers #cyclegan #dcgan #gans #gaussian_mixture_models #generative_adversarial_network #generative_model #tutorial #tutorial_code #variational_autoencoder #variational_inference
Stars: 117 Issues: 0 Forks: 10
https://github.com/omerbsezer/Generative_Models_Tutorial_with_Demo

graykode/distribution-is-all-you-need
The basic distribution probability Tutorial for Deep Learning Researchers
Language: Python
#deep_learning #distribution #gaussian #mathmatics #probability
Stars: 101 Issues: 1 Forks: 16
https://github.com/graykode/distribution-is-all-you-need

ReshotAI/gaussian-painters
Gaussian Painters using 3D Gaussian Splatting
Language: Python
#3d #ai #art #gaussian_splatting #machine_learning #nerf #painting #python #pytorch
Stars: 186 Issues: 0 Forks: 11
https://github.com/ReshotAI/gaussian-painters

MrNeRF/awesome-3D-gaussian-splatting
Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.
#3d_gaussian_splatting #gaussian_splatting #nerf
Stars: 197 Issues: 0 Forks: 0
https://github.com/MrNeRF/awesome-3D-gaussian-splatting

hustvl/GaussianDreamer
GaussianDreamer: Fast Generation from Text to 3D Gaussian Splatting with Point Cloud Priors
Language: Python
#aigc #computer_vision #diffusion_models #dreamfusion #gaussian_splatting #nerf #radiance_field #text_to_3d
Stars: 134 Issues: 0 Forks: 1
https://github.com/hustvl/GaussianDreamer

spla-tam/SplaTAM
SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAM
Language: Python
#computer_vision #gaussian_splatting #robotics #slam
Stars: 270 Issues: 2 Forks: 20
https://github.com/spla-tam/SplaTAM

3DTopia/LGM
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation.
Language: Python
#gaussian_splatting #image_to_3d #text_to_3d
Stars: 308 Issues: 7 Forks: 15
https://github.com/3DTopia/LGM

muskie82/MonoGS
[CVPR'24] Gaussian Splatting SLAM
Language: Python
#computer_vision #gaussian_splatting #robotics #slam
Stars: 362 Issues: 4 Forks: 19
https://github.com/muskie82/MonoGS

nnanhuang/S3Gaussian
Official Implementation of Self-Supervised Street Gaussians for Autonomous Driving
Language: Python
#3d #3dgs #autonomous_driving #computer_vision #driving #dynamic_scene #gaussian #neural_network #neural_rendering #unsupervised_segmentation
Stars: 201 Issues: 2 Forks: 10
https://github.com/nnanhuang/S3Gaussian

Anttwo/Frosting
[ECCV 2024 - ORAL] Official PyTorch implementation of Gaussian Frosting: Editable Complex Radiance Fields with Real-Time Rendering
Language: Python
#animation #differentiable_rendering #eccv2024 #gaussian_splatting #mesh #neural_rendering
Stars: 122 Issues: 2 Forks: 6
https://github.com/Anttwo/Frosting