PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

🔔 No need to keep checking your training - just one import line and you'll know the second it's done.

Octree-based Sparse Convolutional Neural Networks

[ECCV 2024] Code for VFusion3D: Learning Scalable 3D Generative Models from Video Diffusion Models

Rich is a Python library for rich text and beautiful formatting in the terminal.

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

Pix2Seq codebase: multi-tasks with generative modeling (autoregressive and diffusion)

Reimplementation of "Autoregressive Unsupervised Image Segmentation" by Ouali et al (ECCV 2020)

Official implementation of VQ-Diffusion

Zstandard - Fast real-time compression algorithm

A Data Streaming Library for Efficient Neural Network Training

CVPR2024: Instance-Adaptive and Geometric-Aware Keypoint Learning for Category-Level 6D Object Pose Estimation

The official repository of Compact 3D Gaussian Representation for Radiance Field

Plug-and-play hydra sweepers for the EA-based multifidelity method DEHB and several population-based training variations, all proven to efficiently tune RL hyperparameters.

For optimization algorithm research and development.

Differentiable Rendering Toolkit

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

Hydra is a framework for elegantly configuring complex applications

Collect some related resources of NVIDIA Isaac Sim

An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.

Code for "Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text".

Official implementation of the paper "Gaussian in the Wild: 3D Gaussian Splatting for Unconstrained Image Collections"

official source code for the Paper: **Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment** based on Pytorch.

A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).

Full python interactive 3D Gaussian Splatting viewer for real-time editing and analyzing.

Reproducible evaluation of NeRF methods

Official code for arxiv paper LRM-Zero: Training Large Reconstruction Models with Synthesized Data

A curated list of awesome Deep Stereo Matching resources

WildGaussians: 3D Gaussian Splatting In the Wild