llama
Inference code for LLaMA modelssegment-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.Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.fastText
Library for fast text representation and classification.faiss
A library for efficient similarity search and clustering of dense vectors.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.codellama
Inference code for CodeLlama modelsdetr
End-to-End Object Detection with Transformersseamless_communication
Foundational Models for State-of-the-Art Speech and Text TranslationParlAI
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.pifuhd
High-Resolution 3D Human Digitization from A Single Image.hydra
Hydra is a framework for elegantly configuring complex applicationsnougat
Implementation of Nougat Neural Optical Understanding for Academic DocumentsAnimatedDrawings
Code to accompany "A Method for Animating Children's Drawings of the Human Figure"ImageBind
ImageBind One Embedding Space to Bind Them Allllama-recipes
Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messengerpytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D datadinov2
PyTorch code and models for the DINOv2 self-supervised learning method.DensePose
A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the bodypytext
A natural language modeling framework based on PyTorchDiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"metaseq
Repo for external large-scale workdemucs
Code for the paper Hybrid Spectrogram and Waveform Source SeparationSlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)ConvNeXt
Code release for ConvNeXt modeldino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINOAugLy
A data augmentations library for audio, image, text, and video.Kats
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.DrQA
Reading Wikipedia to Answer Open-Domain Questionsxformers
Hackable and optimized Transformers building blocks, supporting a composable construction.moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722StarSpace
Learning embeddings for classification, retrieval and ranking.fairseq-lua
Facebook AI Research Sequence-to-Sequence Toolkitnevergrad
A Python toolbox for performing gradient-free optimizationdeit
Official DeiT repositorydlrm
An implementation of a deep learning recommendation model (DLRM)ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)LASER
Language-Agnostic SEntence RepresentationsVideoPose3D
Efficient 3D human pose estimation in video using 2D keypoint trajectoriesPyTorch-BigGraph
Generate embeddings from large-scale graph-structured data.deepmask
Torch implementation of DeepMask and SharpMaskMUSE
A library for Multilingual Unsupervised or Supervised word Embeddingsvissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.pytorchvideo
A deep learning library for video understanding research.XLM
PyTorch original implementation of Cross-lingual Language Model Pretraining.ijepa
Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."audio2photoreal
Code and dataset for photorealistic Codec Avatars driven from audiojepa
PyTorch code and models for V-JEPA self-supervised learning from video.co-tracker
CoTracker is a model for tracking any point (pixel) on a video.habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.hiplot
HiPlot makes understanding high dimensional data easyfairscale
PyTorch extensions for high performance and large scale training.encodec
State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.InferSent
InferSent sentence embeddingsPearl
A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.pyrobot
PyRobot: An Open Source Robotics Research PlatformdarkforestGo
DarkForest, the Facebook Go engine.ELF
An End-To-End, Lightweight and Flexible Platform for Game Researchpycls
Codebase for Image Classification Research, written in PyTorch.esm
Evolutionary Scale Modeling (esm): Pretrained language models for proteinsfrankmocap
A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimatorvideo-nonlocal-net
Non-local Neural Networks for Video ClassificationSentEval
A python tool for evaluating the quality of sentence embeddings.habitat-lab
A modular high-level library to train embodied AI agents across a variety of tasks and environments.ResNeXt
Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural NetworksSparseConvNet
Submanifold sparse convolutional networksswav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882TensorComprehensions
A domain specific language to express machine learning workloads.schedule_free
Schedule-Free Optimization in PyTorchMask2Former
Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"fvcore
Collection of common code that's shared among different research projects in FAIR computer vision team.TransCoder
Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdfchameleon
Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR.poincare-embeddings
PyTorch implementation of the NIPS-17 paper "PoincarΓ© Embeddings for Learning Hierarchical Representations"votenet
Deep Hough Voting for 3D Object Detection in Point Cloudspytorch_GAN_zoo
A mix of GAN implementations including progressive growingClassyVision
An end-to-end PyTorch framework for image and video classificationdeepcluster
Deep Clustering for Unsupervised Learning of Visual Featureshigher
higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.UnsupervisedMT
Phrase-Based & Neural Unsupervised Machine Translationconsistent_depth
We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.ConvNeXt-V2
Code release for ConvNeXt V2 modelDetic
Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".end-to-end-negotiator
Deal or No Deal? End-to-End Learning for Negotiation DialoguesDomainBed
DomainBed is a suite to test domain generalization algorithmsmultipathnet
A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)CommAI-env
A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130theseus
A library for differentiable nonlinear optimizationDPR
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.CrypTen
A framework for Privacy Preserving Machine Learningdenoiser
Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.DeepSDF
Learning Continuous Signed Distance Functions for Shape RepresentationTimeSformer
The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"House3D
a Realistic and Rich 3D EnvironmentMaskFormer
Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)Love Open Source and this site? Check out how you can help us