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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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Stocks dropped on Friday afternoon, as gains made earlier in the day on hopes for diplomatic progress between Russia and Ukraine turned to losses. Technology stocks were hit particularly hard by higher bond yields. Since January 2022, the SC has received a total of 47 complaints and enquiries on illegal investment schemes promoted through Telegram. These fraudulent schemes offer non-existent investment opportunities, promising very attractive and risk-free returns within a short span of time. They commonly offer unrealistic returns of as high as 1,000% within 24 hours or even within a few hours. A Russian Telegram channel with over 700,000 followers is spreading disinformation about Russia's invasion of Ukraine under the guise of providing "objective information" and fact-checking fake news. Its influence extends beyond the platform, with major Russian publications, government officials, and journalists citing the page's posts. Groups are also not fully encrypted, end-to-end. This includes private groups. Private groups cannot be seen by other Telegram users, but Telegram itself can see the groups and all of the communications that you have in them. All of the same risks and warnings about channels can be applied to groups. Some privacy experts say Telegram is not secure enough
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