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STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution

Апскейлер видео от ByteDance

Они там придумали как апскейлить видео при помощи видеогенераторов, сохраняя консистентность во времени.

Основано на I2VGen-XL, VEnhancer, CogVideoX и OpenVid-1M

Прикручено к I2VGen-XL и CogVideoX-5B

Претрейн на CogVideX-5B поддерживает исходники только 720x480

Иyфу по потреблению VRAM не нашел

Код
Демо

#upscale #enhance #video2video



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STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution

Апскейлер видео от ByteDance

Они там придумали как апскейлить видео при помощи видеогенераторов, сохраняя консистентность во времени.

Основано на I2VGen-XL, VEnhancer, CogVideoX и OpenVid-1M

Прикручено к I2VGen-XL и CogVideoX-5B

Претрейн на CogVideX-5B поддерживает исходники только 720x480

Иyфу по потреблению VRAM не нашел

Код
Демо

#upscale #enhance #video2video

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"We as Ukrainians believe that the truth is on our side, whether it's truth that you're proclaiming about the war and everything else, why would you want to hide it?," he said. He said that since his platform does not have the capacity to check all channels, it may restrict some in Russia and Ukraine "for the duration of the conflict," but then reversed course hours later after many users complained that Telegram was an important source of information. Additionally, investors are often instructed to deposit monies into personal bank accounts of individuals who claim to represent a legitimate entity, and/or into an unrelated corporate account. To lend credence and to lure unsuspecting victims, perpetrators usually claim that their entity and/or the investment schemes are approved by financial authorities. These administrators had built substantial positions in these scrips prior to the circulation of recommendations and offloaded their positions subsequent to rise in price of these scrips, making significant profits at the expense of unsuspecting investors, Sebi noted. What distinguishes the app from competitors is its use of what's known as channels: Public or private feeds of photos and videos that can be set up by one person or an organization. The channels have become popular with on-the-ground journalists, aid workers and Ukrainian President Volodymyr Zelenskyy, who broadcasts on a Telegram channel. The channels can be followed by an unlimited number of people. Unlike Facebook, Twitter and other popular social networks, there is no advertising on Telegram and the flow of information is not driven by an algorithm.
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