Repositories
LabGraph is a Python framework for rapidly prototyping experimental systems for real-time streaming applications. It is particularly well-suited to real-time neuroscience, physiology and psychology experiments.
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
Repo for external large-scale work
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)
A Python toolbox for performing gradient-free optimization
Implementation of Nougat Neural Optical Understanding for Academic Documents
High-Resolution 3D Human Digitization from A Single Image.
Codebase for Image Classification Research, written in PyTorch.
PyRobot: An Open Source Robotics Research Platform
A natural language modeling framework based on PyTorch
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
A mix of GAN implementations including progressive growing
Foundational Models for State-of-the-Art Speech and Text Translation
Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples" https://arxiv.org/abs/2104.13963 and "Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations" https://arxiv.org/abs/2006.10803
Simulator of vision-based tactile sensors.
Hackable and optimized Transformers building blocks, supporting a composable construction.