Facebook AI

1684 results for ""

Tool

Wav2letter

An end-to-end Automatic Speech Recognition (ASR) system for researchers and developers to transcribe speech.

Overview

Tool

ELF OpenGo

An AI bot from Facebook AI Research (FAIR) that has defeated world champion professional Go players.

Overview

Tool

TorchCraft

A library that enables AI research on real-time strategy (RTS) games such as StarCraft: Brood War.

Overview

Tool

ParlAI

A unified platform that streamlines the process of researching, training, and evaluating conversational AI models across multiple tasks.

Overview

Tool

PHYRE

PHYRE is a benchmark for PHYsical REasoning that contains a set of simple classical mechanics puzzles in a 2D environment.

Overview

Tool

House3D

A rich environment containing thousands of human-designed 3D scenes of visually realistic houses.

Overview

Tool

ELF

A platform for game research that allows researchers and developers to train and test their algorithms in various game environments.

Overview

Tool

VizSeq

VizSeq is a research toolkit for natural language generation, providing accelerated scorers, visualization in Jupyter Notebook and Web App as well as Fairseq integration.

Overview

Tool

Tensor Comprehensions

Tensor Comprehensions (TC) accelerates development by automatically generating efficient GPU code from high-level mathematical operations.

Overview

Tool

Detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

Overview

Publication

June 14, 2020

Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA | Facebook AI Research

Many visual scenes contain text that carries crucial information, and it is thus essential to understand text in images for downstream reasoning tasks. For example, a deep water label on a warning sign warns people about the danger in the…

Ronghang Hu, Amanpreet Singh, Trevor Darrell, Marcus Rohrbach

June 14, 2020

Read the Paper

Tool

PyTorch

PyTorch is an open source deep learning framework built to be flexible and modular for research, with the stability and support needed for production deployment.