Facebook AI

1608 results for ""

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Wav2letter

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

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ELF OpenGo

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

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TorchCraft

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

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ParlAI

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

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PHYRE

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

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House3D

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

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ELF

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

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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.

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Tensor Comprehensions

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

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Detectron2

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

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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

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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.