Distributed Training Over-The-Internet

[CVPR 2023] Learning Visual Representations via Language-Guided Sampling

SPEAR: A Simulator for Photorealistic Embodied AI Research

Point cloud diffusion for 3D model synthesis

Aria data tools provide the open-source toolkit in C++ and Python to interact with data from Project Aria

A brief computer graphics / rendering course

A modern simfile parsing & editing library for Python 3

Compute FID scores with PyTorch.

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

[CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

View synthesis for the public.

Trax — Deep Learning with Clear Code and Speed

Enabling PyTorch on XLA Devices (e.g. Google TPU)

Implementation for the Lookahead Optimizer.

Weakly Supervised Learning On Images

A library for efficient similarity search and clustering of dense vectors.

code for Mesh R-CNN, ICCV 2019

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

On Network Design Spaces for Visual Recognition

Codebase for Image Classification Research, written in PyTorch.

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

PHYRE is a benchmark for physical reasoning.

Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"

Scaling and Benchmarking Self-Supervised Visual Representation Learning

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

YACS -- Yet Another Configuration System

Style Transfer by Relaxed Optimal Transport and Self-Similarity (CVPR 2019)