Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by facebookresearch
A curated list of projects in awesome lists by facebookresearch .
https://github.com/facebookresearch/ResNeXt
Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks
Last synced: 30 Oct 2024
https://github.com/facebookresearch/Detic
Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".
Last synced: 28 Oct 2024
https://github.com/facebookresearch/detic
Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".
Last synced: 09 Oct 2024
https://github.com/facebookresearch/habitat-lab
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
ai computer-vision deep-learning deep-reinforcement-learning python reinforcement-learning research robotics sim2real simulator
Last synced: 09 Oct 2024
https://github.com/facebookresearch/chameleon
Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR.
Last synced: 14 Oct 2024
https://github.com/facebookresearch/TensorComprehensions
A domain specific language to express machine learning workloads.
domain-specific-language machine-learning
Last synced: 26 Oct 2024
https://github.com/facebookresearch/schedule_free
Schedule-Free Optimization in PyTorch
Last synced: 15 Oct 2024
https://facebookresearch.github.io/TensorComprehensions/
A domain specific language to express machine learning workloads.
domain-specific-language machine-learning
Last synced: 02 Nov 2024
https://github.com/facebookresearch/tensorcomprehensions
A domain specific language to express machine learning workloads.
domain-specific-language machine-learning
Last synced: 25 Sep 2024
https://github.com/facebookresearch/theseus
A library for differentiable nonlinear optimization
bilevel-optimization computer-vision deep-learning differentiable-optimization embodied-ai gauss-newton implicit-differentiation levenberg-marquardt nonlinear-least-squares pytorch robotics
Last synced: 15 Oct 2024
https://github.com/facebookresearch/dpr
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
Last synced: 25 Sep 2024
https://github.com/facebookresearch/transcoder
Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf
Last synced: 09 Oct 2024
https://github.com/facebookresearch/votenet
Deep Hough Voting for 3D Object Detection in Point Clouds
3d deep-learning object-detection point-cloud robotics voting
Last synced: 25 Sep 2024
https://github.com/facebookresearch/TransCoder
Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf
Last synced: 05 Aug 2024
https://github.com/facebookresearch/poincare-embeddings
PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
Last synced: 09 Oct 2024
https://github.com/facebookresearch/deepcluster
Deep Clustering for Unsupervised Learning of Visual Features
Last synced: 25 Sep 2024
https://github.com/facebookresearch/denoiser
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.
Last synced: 26 Sep 2024
https://github.com/facebookresearch/consistent_depth
We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.
Last synced: 09 Oct 2024
https://github.com/facebookresearch/DPR
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
Last synced: 02 Aug 2024
https://github.com/facebookresearch/pytorch_gan_zoo
A mix of GAN implementations including progressive growing
Last synced: 26 Sep 2024
https://github.com/facebookresearch/pytorch_GAN_zoo
A mix of GAN implementations including progressive growing
Last synced: 02 Aug 2024
https://github.com/facebookresearch/classyvision
An end-to-end PyTorch framework for image and video classification
Last synced: 26 Sep 2024
https://github.com/facebookresearch/ClassyVision
An end-to-end PyTorch framework for image and video classification
Last synced: 04 Nov 2024
https://github.com/facebookresearch/higher
higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.
Last synced: 04 Nov 2024
https://github.com/facebookresearch/CrypTen
A framework for Privacy Preserving Machine Learning
Last synced: 05 Nov 2024
https://github.com/facebookresearch/crypten
A framework for Privacy Preserving Machine Learning
Last synced: 15 Oct 2024
https://github.com/facebookresearch/timesformer
The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"
Last synced: 09 Oct 2024
https://github.com/facebookresearch/UnsupervisedMT
Phrase-Based & Neural Unsupervised Machine Translation
Last synced: 03 Aug 2024
https://github.com/facebookresearch/unsupervisedmt
Phrase-Based & Neural Unsupervised Machine Translation
Last synced: 25 Sep 2024
https://github.com/facebookresearch/convnext-v2
Code release for ConvNeXt V2 model
Last synced: 09 Oct 2024
https://github.com/facebookresearch/DomainBed
DomainBed is a suite to test domain generalization algorithms
Last synced: 26 Oct 2024
https://github.com/facebookresearch/DeepSDF
Learning Continuous Signed Distance Functions for Shape Representation
Last synced: 28 Oct 2024
https://github.com/facebookresearch/deepsdf
Learning Continuous Signed Distance Functions for Shape Representation
Last synced: 25 Sep 2024
https://github.com/facebookresearch/end-to-end-negotiator
Deal or No Deal? End-to-End Learning for Negotiation Dialogues
Last synced: 25 Sep 2024
https://github.com/facebookresearch/multipathnet
A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)
Last synced: 26 Sep 2024
https://github.com/facebookresearch/maskformer
Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)
Last synced: 26 Sep 2024
https://github.com/facebookresearch/commai-env
A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130
Last synced: 26 Sep 2024
https://github.com/facebookresearch/CommAI-env
A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130
Last synced: 02 Aug 2024
https://github.com/facebookresearch/multimodal
TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/diplomacy_cicero
Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.
Last synced: 25 Sep 2024
https://github.com/facebookresearch/fastMRI
A large-scale dataset of both raw MRI measurements and clinical MRI images.
convolutional-neural-networks deep-learning fastmri fastmri-challenge fastmri-dataset medical-imaging mri mri-reconstruction pytorch
Last synced: 02 Aug 2024
https://github.com/facebookresearch/fastmri
A large-scale dataset of both raw MRI measurements and clinical MRI images.
convolutional-neural-networks deep-learning fastmri fastmri-challenge fastmri-dataset medical-imaging mri mri-reconstruction pytorch
Last synced: 14 Oct 2024
https://github.com/facebookresearch/svoice
We provide a PyTorch implementation of the paper Voice Separation with an Unknown Number of Multiple Speakers In which, we present a new method for separating a mixed audio sequence, in which multiple voices speak simultaneously. The new method employs gated neural networks that are trained to separate the voices at multiple processing steps, while maintaining the speaker in each output channel fixed. A different model is trained for every number of possible speakers, and the model with the largest number of speakers is employed to select the actual number of speakers in a given sample. Our method greatly outperforms the current state of the art, which, as we show, is not competitive for more than two speakers.
Last synced: 29 Oct 2024
https://github.com/facebookresearch/MetaCLIP
ICLR2024 Spotlight: curation/training code, metadata, distribution and pre-trained models for MetaCLIP; CVPR 2024: MoDE: CLIP Data Experts via Clustering
Last synced: 04 Nov 2024
https://github.com/facebookresearch/moco-v3
PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057
Last synced: 25 Sep 2024
https://github.com/facebookresearch/metaclip
ICLR2024 Spotlight: curation/training code, metadata, distribution and pre-trained models for MetaCLIP; CVPR 2024: MoDE: CLIP Data Experts via Clustering
Last synced: 09 Oct 2024
https://github.com/facebookresearch/House3D
a Realistic and Rich 3D Environment
Last synced: 28 Oct 2024
https://github.com/facebookresearch/house3d
a Realistic and Rich 3D Environment
Last synced: 25 Sep 2024
https://github.com/facebookresearch/mixup-cifar10
mixup: Beyond Empirical Risk Minimization
Last synced: 25 Sep 2024
https://github.com/facebookresearch/meshrcnn
code for Mesh R-CNN, ICCV 2019
Last synced: 09 Oct 2024
https://github.com/facebookresearch/shumai
Fast Differentiable Tensor Library in JavaScript and TypeScript with Bun + Flashlight
Last synced: 14 Oct 2024
https://github.com/facebookresearch/FixRes
This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423
Last synced: 05 Nov 2024
https://github.com/facebookresearch/fixres
This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423
Last synced: 25 Sep 2024
https://github.com/facebookresearch/DetectAndTrack
The implementation of an algorithm presented in the CVPR18 paper: "Detect-and-Track: Efficient Pose Estimation in Videos"
Last synced: 02 Aug 2024
https://github.com/facebookresearch/tome
A method to increase the speed and lower the memory footprint of existing vision transformers.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/mobilellm
MobileLLM Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. In ICML 2024.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/cc_net
Tools to download and cleanup Common Crawl data
Last synced: 04 Nov 2024
https://github.com/facebookresearch/replica-dataset
The Replica Dataset v1 as published in https://arxiv.org/abs/1906.05797 .
Last synced: 06 Nov 2024
https://github.com/facebookresearch/co3d
Tooling for the Common Objects In 3D dataset.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/Replica-Dataset
The Replica Dataset v1 as published in https://arxiv.org/abs/1906.05797 .
Last synced: 03 Aug 2024
https://github.com/facebookresearch/stylenerf
This is the open source implementation of the ICLR2022 paper "StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis"
Last synced: 06 Nov 2024
https://github.com/facebookresearch/localrf
An algorithm for reconstructing the radiance field of a large-scale scene from a single casually captured video.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/mbrl-lib
Library for Model Based RL
model-based-reinforcement-learning reinforcement-learning
Last synced: 03 Aug 2024
https://github.com/facebookresearch/classifier-balancing
This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 2020
Last synced: 03 Aug 2024
https://github.com/facebookresearch/ToMe
A method to increase the speed and lower the memory footprint of existing vision transformers.
Last synced: 05 Nov 2024
https://github.com/facebookresearch/pysparnn
Approximate Nearest Neighbor Search for Sparse Data in Python!
Last synced: 05 Aug 2024
https://github.com/facebookresearch/mobile-vision
Mobile vision models and code
Last synced: 06 Nov 2024
https://github.com/facebookresearch/KILT
Library for Knowledge Intensive Language Tasks
Last synced: 02 Aug 2024
https://github.com/facebookresearch/spanbert
Code for using and evaluating SpanBERT.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/hiera
Hiera: A fast, powerful, and simple hierarchical vision transformer.
Last synced: 05 Nov 2024
https://github.com/facebookresearch/SpanBERT
Code for using and evaluating SpanBERT.
Last synced: 02 Nov 2024
https://github.com/facebookresearch/vggsfm
VGGSfM: Visual Geometry Grounded Deep Structure From Motion
Last synced: 06 Nov 2024
https://github.com/facebookresearch/cutler
Code release for "Cut and Learn for Unsupervised Object Detection and Instance Segmentation" and "VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation"
Last synced: 06 Nov 2024
https://github.com/facebookresearch/compilergym
Reinforcement learning environments for compiler and program optimization tasks
Last synced: 06 Nov 2024
https://github.com/facebookresearch/CompilerGym
Reinforcement learning environments for compiler and program optimization tasks
Last synced: 07 Aug 2024
https://github.com/facebookresearch/d2go
D2Go is a toolkit for efficient deep learning
Last synced: 06 Nov 2024
https://github.com/facebookresearch/fairo
A modular embodied agent architecture and platform for building embodied agents
Last synced: 06 Nov 2024
https://github.com/facebookresearch/av_hubert
A self-supervised learning framework for audio-visual speech
Last synced: 06 Nov 2024
https://github.com/facebookresearch/NSVF
Open source code for the paper of Neural Sparse Voxel Fields.
Last synced: 03 Aug 2024
https://github.com/facebookresearch/MobileLLM
MobileLLM Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. In ICML 2024.
Last synced: 26 Sep 2024
https://github.com/facebookresearch/home-robot
Mobile manipulation research tools for roboticists
Last synced: 06 Nov 2024
https://github.com/facebookresearch/FaderNetworks
Fader Networks: Manipulating Images by Sliding Attributes - NIPS 2017
Last synced: 05 Nov 2024
https://github.com/facebookresearch/supervision-by-registration
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors
Last synced: 07 Aug 2024
https://github.com/facebookresearch/SLIP
Code release for SLIP Self-supervision meets Language-Image Pre-training
Last synced: 04 Nov 2024
https://github.com/facebookresearch/torchbeast
A PyTorch Platform for Distributed RL
Last synced: 31 Oct 2024
https://github.com/facebookresearch/multiface
Hosts the Multiface dataset, which is a multi-view dataset of multiple identities performing a sequence of facial expressions.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/omni3d
Code release for "Omni3D A Large Benchmark and Model for 3D Object Detection in the Wild"
Last synced: 06 Nov 2024
https://github.com/facebookresearch/bitsandbytes
Library for 8-bit optimizers and quantization routines.
Last synced: 03 Aug 2024
https://github.com/facebookresearch/codegen
Reference implementation of code generation projects from Facebook AI Research. General toolkit to apply machine learning to code, from dataset creation to model training and evaluation. Comes with pretrained models.
Last synced: 06 Nov 2024
https://github.com/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).
actions-speak-louder-than-words generative-recommenders hstu recommendations recommender-systems recsys
Last synced: 06 Nov 2024
https://github.com/facebookresearch/QuaterNet
Proposes neural networks that can generate animation of virtual characters for different actions.
Last synced: 04 Aug 2024
https://github.com/facebookresearch/CodeGen
Reference implementation of code generation projects from Facebook AI Research. General toolkit to apply machine learning to code, from dataset creation to model training and evaluation. Comes with pretrained models.
Last synced: 27 Oct 2024