kaolin
3D deep learning accelerator
A PyTorch library for accelerating 3D deep learning research with various GPU-optimized operations and tools.
A PyTorch Library for Accelerating 3D Deep Learning Research
5k stars
110 watching
563 forks
Language: Python
last commit: 3 months ago
Linked from 3 awesome lists
3d-deep-learningartificial-intelligencecamera-apicudadifferentiable-lightingdifferentiable-renderingneural-networkspytorchrasterization
Related projects:
Repository | Description | Stars |
---|---|---|
| A lightweight utility library for prototyping 3D and computer vision applications with simplified windowing, video input/output, and interactive debugging tools. | 2,404 |
| A C++ library for rapid development of software that processes 3D data | 11,648 |
| A deep learning library for 3D data processing and computer vision research using PyTorch | 8,889 |
| A PyTorch-based library for efficient training of large neural networks using pipeline parallelism and automatic recomputation of gradients. | 820 |
| A WebGL graphics library for building 3D applications. | 2,811 |
| A Python library providing tensors and dynamic neural networks with strong GPU acceleration | 84,978 |
| A PyTorch-based library for training and applying Graph Neural Networks to structured data | 21,597 |
| A PyTorch library providing optimized implementations of image and video synthesis methods developed at NVIDIA. | 4,025 |
| A software toolkit for training and rendering neural graphics primitives | 16,115 |
| A resource repository for 3D machine learning, providing a centralized platform for research papers, datasets, models, and courses related to 3D computer vision and machine learning. | 9,813 |
| Bindings for PyTorch's tensor library in OCaml for GPU acceleration and automatic differentiation | 416 |
| Provides a set of tools and libraries for optimizing deep learning inference on NVIDIA GPUs. | 10,926 |
| An interactive tool for monitoring and managing NVIDIA GPUs, displaying device and process information in an intuitive interface. | 4,921 |
| A training methodology for generative adversarial networks to improve quality and stability | 6,110 |
| A web-based platform for training deep learning models on GPU accelerators. | 4,126 |