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Facebook AI

Artificial IntelligenceData

AI is an important tool to support public health experts around the world in their efforts to keep people safe and informed amid the coronavirus pandemic. Facebook AI is partnering with academic researchers and other experts on a range of initiatives related to COVID-19. We are sharing overviews of several of these now, and we …

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Machine Learning

What it is: A new low-latency, power-efficient framework for running machine learning in the rendering pipeline for standalone VR devices that use mobile chipsets. This architecture makes it possible to use ML on these devices to significantly improve image quality and video rendering. We have created a sample application under this framework to reconstruct higher-resolution …

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Artificial Intelligence

3D Photos feature on Facebook launched in 2018 as a new, immersive format for sharing pictures with friends and family. The feature has relied on the dual-lens “portrait mode” capabilities available only in new, higher-end smartphones, however. So it hasn’t been available on typical mobile devices, which have only a single, rear-facing camera. To bring this …

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Artificial IntelligenceDataMachine Learning

HiPlot is a lightweight interactive visualization tool to help AI researchers discover correlations and patterns in high-dimensional data. It uses parallel plots and other graphical ways to represent information more clearly, and it can be run quickly from a Jupyter notebook with no setup required. HiPlot enables machine learning (ML) researchers to more easily evaluate …

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DataMachine Learning

CCMatrix is the largest data set of high-quality, web-based bitexts for training translation models. With more than 4.5 billion parallel sentences in 576 language pairs pulled from snapshots of the CommonCrawl public data set, CCMatrix is more than 50 times larger than the WikiMatrix corpus that we shared last year. Gathering a data set of this size …

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