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.
ParlAI
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
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/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
facebookresearch/detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
facebookresearch/faiss
A library for efficient similarity search and clustering of dense vectors.
facebookresearch/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.
facebookresearch/seamless_communication
Foundational Models for State-of-the-Art Speech and Text Translation
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/jepa
PyTorch code and models for V-JEPA self-supervised learning from video.
facebookresearch/habitat-lab
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
facebookresearch/multimodal
TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
facebookresearch/schedule_free
Schedule-Free Optimization in PyTorch
facebookresearch/MetaCLIP
ICLR2024 Spotlight: curation/training code, metadata, distribution and pre-trained models for MetaCLIP; CVPR 2024: MoDE: CLIP Data Experts via Clustering
facebookresearch/d2go
D2Go is a toolkit for efficient deep learning
facebookresearch/home-robot
Mobile manipulation research tools for roboticists
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/recipes
Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research techniques without significant engineering overhead.Specifically, recipes aims to provide- Consistent access to pre-trained SOTA models ready for production- Reference implementations for SOTA research reproducibility, and infrastructure to guarantee correctness, efficiency, and interoperability.
facebookresearch/FLSim
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
facebookresearch/HolisticTraceAnalysis
A library to analyze PyTorch traces.
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/BenchMARL
A collection of MARL benchmarks based on TorchRL
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/iopath
A python library that provides common I/O interface across different storage backends.
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/real-acoustic-fields
Real Acoustic Fields An Audio-Visual Room Acoustics Dataset and Benchmark
facebookresearch/pyvrs
Python interface for https//github.com/facebookresearch/vrs.
facebookresearch/ucc
Unified Communication Collectives Library
facebookresearch/vggsfm
[CVPR 2024 Highlight] VGGSfM Visual Geometry Grounded Deep Structure From Motion