357 open source projects by facebookresearch

Reinforcement Learning Assembly

API for accessing the GraphLog dataset

Robocodes: Towards Generative Street Addresses from Satellite Imagery

Code for "Are labels necessary for neural architecture search"

Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf

On Network Design Spaces for Visual Recognition

An end-to-end PyTorch framework for image and video classification

Simulator of vision-based tactile sensors.

Benchmark for Lifelong learning research

Deep Hough Voting for 3D Object Detection in Point Clouds

Scene Understanding and Modeling Challenge Library

Predicting Future Instance Segmentation by Forecasting Convolutional Features

Mind-aware Multi-agent Management Reinforcement Learning

FAIR Self-Supervised Learning Integrated Multi-modal Environment (SSLIME)

AI models that can doodle/sketch

Deep Clustering for Unsupervised Learning of Visual Features

A pytorch implementation of our jacobian regularizer to encourage learning representations more robust to input perturbations.

Compositional generalization through meta sequence-to-sequence learning

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

Code to reproduce the experiments from the paper.

GitHub repository of commonly used python scripts that allows everyone to pull data via the Ad Library API

A flexible, high-performance 3D simulator for Embodied AI research.

This paper shows how to rewrite text while controlling multiple attributes using techniques from back-translation.

Evaluation Framework for Probabilistic Programming Languages

Attentive Single-tasking of Multiple Tasks

a Realistic and Rich 3D Environment

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

A python library that provides common I/O interface across different storage backends.

pushmi project

BISON: Binary Image SelectiON

Internship project on compressed video

Official PyTorch implementation of "DeepHandMesh: A Weakly-Supervised Deep Encoder-Decoder Framework for High-Fidelity Hand Mesh Modeling," ECCV 2020

This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".

The source code to reproduce the results reported in the 'Federated Online Learning to Rank with Evolution Strategies' paper, published at WSDM 2019.

The implementation of an algorithm presented in the CVPR18 paper: "Detect-and-Track: Efficient Pose Estimation in Videos"

A knowledge base completion method which handles temporal metadata

A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator

How should we evaluate supervised hashing

Applications using the GTN library and code to reproduce experiments in "Differentiable Weighted Finite-State Transducers"

PyTorch extensions for high performance and large scale training.

code for Mesh R-CNN, ICCV 2019

Approximate Nearest Neighbor Search for Sparse Data in Python!

This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423

Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger

Design files for the DIGIT tactile sensor

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

code to reproduce the empirical results in the research paper

We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.

VMZ: Model Zoo for Video Modeling

High-Resolution 3D Human Digitization from A Single Image.