Denis Shiryaev
Historical Media Restoration and Video Upscaling with a focus on visual modernization and preservation.
Nutrition Label
Viewers can expect high-quality visual demonstrations of AI restoration tools applied to historical footage and digital media. While technical explanations of the underlying algorithms are often brief, the creator is exceptionally transparent about the artificial nature of the results, the specific models used, and the limitations of the technology.
Strengths
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Notes
- !He explicitly warns that AI colorization is for ambiance and not historical fact, preventing misinformation.
- !Videos function as visual showcases of algorithms like DAIN or ESRGAN rather than deep technical breakdowns.
Rating Breakdown
Breakdown across the key dimensions we rate. Methodology →
Recent Videos

Image Restoration with The World Model: The Secret Hidden in Your iPhone's Camera Icon
![[AI stuff] Enhance any video online or create an AI portrait for free](/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F2CJFJolu5kc%2Fhqdefault.jpg&w=3840&q=75)
[AI stuff] Enhance any video online or create an AI portrait for free
![[4K, 60 fps] Mars, Perseverance Descent with artificial sound added, 18 Feb 2021](/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F2_KY69w0LQw%2Fhqdefault.jpg&w=3840&q=75)
[4K, 60 fps] Mars, Perseverance Descent with artificial sound added, 18 Feb 2021
![[60 fps] The Flying Train, Germany, 1902](/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FEQs5VxNPhzk%2Fhqdefault.jpg&w=3840&q=75)
[60 fps] The Flying Train, Germany, 1902
![[AI stuff] Top-7 world-famous portraits transformed into living human beings](/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FgSTBJPUOXYg%2Fhqdefault.jpg&w=3840&q=75)
[AI stuff] Top-7 world-famous portraits transformed into living human beings
![[60 fps] The oldest recorded video, “Roundhay Garden Scene”, England,1888](/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FFxd8XJ_J0Gc%2Fhqdefault.jpg&w=3840&q=75)
[60 fps] The oldest recorded video, “Roundhay Garden Scene”, England,1888
![[4k, 60 fps] San Francisco, a Trip down Market Street, April 14, 1906](/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FVO_1AdYRGW8%2Fhqdefault.jpg&w=3840&q=75)
[4k, 60 fps] San Francisco, a Trip down Market Street, April 14, 1906
![[60 fps] Laborers in Victorian England, 1901](/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F5HbElEqm1TQ%2Fhqdefault.jpg&w=3840&q=75)
[60 fps] Laborers in Victorian England, 1901
![[60 fps] A Trip Through Paris, France in late 1890s / Un voyage à travers Paris, 1890](/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Ffo_eZuOTBNc%2Fhqdefault.jpg&w=3840&q=75)
[60 fps] A Trip Through Paris, France in late 1890s / Un voyage à travers Paris, 1890
![[60 fps] Moscow, Tverskaya Street in 1896](/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F6FN06Hf1iFk%2Fhqdefault.jpg&w=3840&q=75)
[60 fps] Moscow, Tverskaya Street in 1896
![[4k, 60 fps] A Trip Through New York City in 1911](/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FhZ1OgQL9_Cw%2Fhqdefault.jpg&w=3840&q=75)
[4k, 60 fps] A Trip Through New York City in 1911
![[4k, 60 fps] Apollo 16 Lunar Rover "Grand Prix" (1972 April 21, Moon)](/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Faz9nFrnCK60%2Fhqdefault.jpg&w=3840&q=75)
[4k, 60 fps] Apollo 16 Lunar Rover "Grand Prix" (1972 April 21, Moon)

Aiva 💖 Dworzak – Written by AI "From the New World", Prague, 2019
Why this rating
Evidence receipts showing why each dimension is rated the way it is.
“[4K, 60 fps] Mars, Perseverance Descent with artificial sound added”[0:05] →
The video delivers exactly the technical specifications promised in the title (upscaled resolution and frame rate) without clickbait or deviation.
“If you are familiar with Google Colab... you can use this Colab... it is completely free.”[0:48] →
The creator promotes his own paid tool but explicitly provides and links a free, open-source alternative for advanced users, demonstrating high integrity.
“[Visual demonstration of fluid 60fps motion and upscaled facial details of pedestrians]”[0:45] →
The video provides direct, observable evidence of the '60 fps' and upscaling claims, serving as a primary source demonstration of the workflow's output rather than just a description of it.
“(No spoken commentary or technical breakdown)”[0:00] →
While the visual output is high quality, the video lacks a breakdown of the specific neural networks or parameters used to achieve the result.