Pinned Repositories
audiocraft
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
detr
End-to-End Object Detection with Transformers
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
faiss
A library for efficient similarity search and clustering of dense vectors.
fastText
Library for fast text representation and classification.
sam2
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
seamless_communication
Foundational Models for State-of-the-Art Speech and Text Translation
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Meta Research's Repositories
facebookresearch/faiss
A library for efficient similarity search and clustering of dense vectors.
facebookresearch/detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
facebookresearch/seamless_communication
Foundational Models for State-of-the-Art Speech and Text Translation
facebookresearch/hydra
Hydra is a framework for elegantly configuring complex applications
facebookresearch/xformers
Hackable and optimized Transformers building blocks, supporting a composable construction.
facebookresearch/mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
facebookresearch/fairscale
PyTorch extensions for high performance and large scale training.
facebookresearch/Pearl
A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.
facebookresearch/habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
facebookresearch/habitat-lab
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
facebookresearch/MetaCLIP
ICLR2024 Spotlight: curation/training code, metadata, distribution and pre-trained models for MetaCLIP; CVPR 2024: MoDE: CLIP Data Experts via Clustering
facebookresearch/watermark-anything
Official implementation of the paper "Watermark Anything with Localized Messages"
facebookresearch/generative-recommenders
Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).
facebookresearch/fairseq2
FAIR Sequence Modeling Toolkit 2
facebookresearch/projectaria_tools
projectaria_tools is an C++/Python open-source toolkit to interact with Project Aria data
facebookresearch/optimizers
For optimization algorithm research and development.
facebookresearch/vrs
VRS is a file format optimized to record & playback streams of sensor data, such as images, audio samples, and any other discrete sensors (IMU, temperature, etc), stored in per-device streams of timestamped records.
facebookresearch/HolisticTraceAnalysis
A library to analyze PyTorch traces.
facebookresearch/Mephisto
A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use.
facebookresearch/BenchMARL
A collection of MARL benchmarks based on TorchRL
facebookresearch/ResponsibleNLP
Repository for research in the field of Responsible NLP at Meta.
facebookresearch/fbpcs
FBPCS (Facebook Private Computation Solutions) leverages secure multi-party computation (MPC) to output aggregated data without making unencrypted, readable data available to the other party or any third parties. Facebook provides impression & opportunity data, and the advertiser provides conversion / outcome data.
facebookresearch/DCPerf
DCPerf benchmark suite for hyperscale cloud applications
facebookresearch/param
PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for evaluation of training and inference platforms.
facebookresearch/spot-sim2real
Spot Sim2Real Infrastructure
facebookresearch/spdl
Scalable and Performant Data Loading
facebookresearch/aepsych
AEPsych is a tool for adaptive experimentation in psychophysics and perception research, built on top of gpytorch and botorch.
facebookresearch/AnimalAvatar
Code from the ECCV 2024 paper "Animal Avatar Reconstructing Animatable 3D Animals from Casual Videos".
facebookresearch/pyvrs
Python interface for https//github.com/facebookresearch/vrs.
facebookresearch/svinfer
The FORT team has released differentially private Condor data to external researchers in H1 2020. It is known that analyzing DP data via classic statistical models will lead to biased conclusions. We are releasing at-scale statistical models which provide valid inference from DP data.