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​​Depth Pro: Sharp Monocular Metric Depth in Less Than a Second

Новая модель от Apple - zero-shot metric monocular depth estimation. Может генерить карты глубины в высоком разрешении с качественными деталями без использования метаданных. Для генерации карты глубины на 2.25 megapixel требуется всего 0.3 секунды на V100.

Модель использует multi-scale vision transformer, комбинирует реальные и синтетические данные для обучения и делает SOTA focal length estimation c одной картинки.

Выглядит впечатляюще.

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​​Depth Pro: Sharp Monocular Metric Depth in Less Than a Second

Новая модель от Apple - zero-shot metric monocular depth estimation. Может генерить карты глубины в высоком разрешении с качественными деталями без использования метаданных. Для генерации карты глубины на 2.25 megapixel требуется всего 0.3 секунды на V100.

Модель использует multi-scale vision transformer, комбинирует реальные и синтетические данные для обучения и делает SOTA focal length estimation c одной картинки.

Выглядит впечатляюще.

Paper link
Code link

Мои обзоры:
Personal blog
Medium
Linkedin Pulse

#paperreview

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In a message on his Telegram channel recently recounting the episode, Durov wrote: "I lost my company and my home, but would do it again – without hesitation." In 2014, Pavel Durov fled the country after allies of the Kremlin took control of the social networking site most know just as VK. Russia's intelligence agency had asked Durov to turn over the data of anti-Kremlin protesters. Durov refused to do so. The perpetrators use various names to carry out the investment scams. They may also impersonate or clone licensed capital market intermediaries by using the names, logos, credentials, websites and other details of the legitimate entities to promote the illegal schemes. Telegram, which does little policing of its content, has also became a hub for Russian propaganda and misinformation. Many pro-Kremlin channels have become popular, alongside accounts of journalists and other independent observers. The account, "War on Fakes," was created on February 24, the same day Russian President Vladimir Putin announced a "special military operation" and troops began invading Ukraine. The page is rife with disinformation, according to The Atlantic Council's Digital Forensic Research Lab, which studies digital extremism and published a report examining the channel.
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