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DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation

Реставратор фото от ByteDance и ряда соавторов

Под капотом помимо собственной модели целый зоопарк:

PixArt-α-1024
sd-vae-ft-ema
T5 Text Encoder: t5-v1_1-xxl
LLaVA
SwinIR

Код

#imagerestoration #facerestoration #upscale #deblur



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DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation

Реставратор фото от ByteDance и ряда соавторов

Под капотом помимо собственной модели целый зоопарк:

PixArt-α-1024
sd-vae-ft-ema
T5 Text Encoder: t5-v1_1-xxl
LLaVA
SwinIR

Код

#imagerestoration #facerestoration #upscale #deblur

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The last couple days have exemplified that uncertainty. On Thursday, news emerged that talks in Turkey between the Russia and Ukraine yielded no positive result. But on Friday, Reuters reported that Russian President Vladimir Putin said there had been some “positive shifts” in talks between the two sides. The message was not authentic, with the real Zelenskiy soon denying the claim on his official Telegram channel, but the incident highlighted a major problem: disinformation quickly spreads unchecked on the encrypted app. Right now the digital security needs of Russians and Ukrainians are very different, and they lead to very different caveats about how to mitigate the risks associated with using Telegram. For Ukrainians in Ukraine, whose physical safety is at risk because they are in a war zone, digital security is probably not their highest priority. They may value access to news and communication with their loved ones over making sure that all of their communications are encrypted in such a manner that they are indecipherable to Telegram, its employees, or governments with court orders. This ability to mix the public and the private, as well as the ability to use bots to engage with users has proved to be problematic. In early 2021, a database selling phone numbers pulled from Facebook was selling numbers for $20 per lookup. Similarly, security researchers found a network of deepfake bots on the platform that were generating images of people submitted by users to create non-consensual imagery, some of which involved children. Following this, Sebi, in an order passed in January 2022, established that the administrators of a Telegram channel having a large subscriber base enticed the subscribers to act upon recommendations that were circulated by those administrators on the channel, leading to significant price and volume impact in various scrips.
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