March 01, 2020

Putting Robots to Work on the Past


Putting Robots to Work on the Past

In 1896, Frenchman Charles Moisson, one of the few cameramen working for Lumiere company, was in Moscow to attend the coronation of Russia's last tsar, Nicholas II. He made a widely-known short clip of bustling Tverskaya street, showing the corner of the still-standing National Hotel and passing walkers and carriages.

Now Russian techie Denis Shiryaev [about] has put Moisson's camera work through several neural networks, to enhance and colorize the original monochrome clip. Internet users have praised his work as an incredible "time machine" that gives us a glimpse of the past that looks more realistic than ever.

We asked Shiryaev about his interest in using the work of robots to produce this nostalgia-laced result. For more technical information about his work, click on the clip to read the YouTube description in Russian and English.

 

RL: In a nutshell, how does this work? Do you upload the video into a program? What else does it need to know about the video to get the colors right?

DS: I put the video through an ensemble of neural networks, each of which plays a role. One cleans the video of noise, another creates additional frames to make the video play more smoothly, a third one increases the resolution, and finally one "colors" the video. Each algorithm has been honed on its own set of data, for example, the coloring neural network knows that people's faces are usually beige, grass is green and the sky is blue, because that's how the neural network was trained. 

RL: Do you think the result would be better if the video was colored by hand?

DS: Robots and algorithms are cheaper and faster than human work. Restoration can definitely be done by people, but with each year, work by algorithms will improve. People historically lose the competition to robots, and in five years' time neural networks will not only improve data that exists in an image, but also add additional faces, objects, and anything else. In fact, restoration is basically not done purely by hand anymore, because restorers use a lot of computer programs to enhance the image.

RL: Why do you choose clips like these to work with? Are you nostalgic for the era before the internet?

DS: I like history and that the image comes alive when you put it through the different algorithms. I choose the clips based on my own taste and the advice by YouTube commentators, who suggest other ideas for restoration.

 

 

RL: Reading the comments, especially to the clip "Arrival of the Train", it seems that a lot of people are struck by the thought that "everyone in the video is now dead" even the little children. Isn't it strange that a restored video from 1896 draws this response? 

DS: Old clips that we usually see look different from videos that we're normally used to seeing on the internet. People on them are usually seen running to the sound of music or the projector noise, so the videos look "ancient" and you don't associate yourself with the people in them. When I restore the clips, people come alive and the clip stops seeming artificial. You can no longer get rid of the feeling that all of those people are real.

 

Like this post? Get a weekly email digest + member-only deals

Some of our Books

Davai! The Russians and Their Vodka
November 01, 2012

Davai! The Russians and Their Vodka

In this comprehensive, quixotic and addictive book, Edwin Trommelen explores all facets of the Russian obsession with vodka. Peering chiefly through the lenses of history and literature, Trommelen offers up an appropriately complex, rich and bittersweet portrait, based on great respect for Russian culture.

Jews in Service to the Tsar
October 09, 2011

Jews in Service to the Tsar

Benjamin Disraeli advised, “Read no history: nothing but biography, for that is life without theory.” With Jews in Service to the Tsar, Lev Berdnikov offers us 28 biographies spanning five centuries of Russian Jewish history, and each portrait opens a new window onto the history of Eastern Europe’s Jews, illuminating dark corners and challenging widely-held conceptions about the role of Jews in Russian history.

Steppe
July 15, 2022

Steppe

This is the work that made Chekhov, launching his career as a writer and playwright of national and international renown. Retranslated and updated, this new bilingual edition is a super way to improve your Russian.

Woe From Wit (bilingual)
June 20, 2017

Woe From Wit (bilingual)

One of the most famous works of Russian literature, the four-act comedy in verse Woe from Wit skewers staid, nineteenth century Russian society, and it positively teems with “winged phrases” that are essential colloquialisms for students of Russian and Russian culture.

Marooned in Moscow
May 01, 2011

Marooned in Moscow

This gripping autobiography plays out against the backdrop of Russia's bloody Civil War, and was one of the first Western eyewitness accounts of life in post-revolutionary Russia. Marooned in Moscow provides a fascinating account of one woman's entry into war-torn Russia in early 1920, first-person impressions of many in the top Soviet leadership, and accounts of the author's increasingly dangerous work as a journalist and spy, to say nothing of her work on behalf of prisoners, her two arrests, and her eventual ten-month-long imprisonment, including in the infamous Lubyanka prison. It is a veritable encyclopedia of life in Russia in the early 1920s.

Bears in the Caviar
May 01, 2015

Bears in the Caviar

Bears in the Caviar is a hilarious and insightful memoir by a diplomat who was “present at the creation” of US-Soviet relations. Charles Thayer headed off to Russia in 1933, calculating that if he could just learn Russian and be on the spot when the US and USSR established relations, he could make himself indispensable and start a career in the foreign service. Remarkably, he pulled it of.

Faith & Humor
December 01, 2011

Faith & Humor

A book that dares to explore the humanity of priests and pilgrims, saints and sinners, Faith & Humor has been both a runaway bestseller in Russia and the focus of heated controversy – as often happens when a thoughtful writer takes on sacred cows. The stories, aphorisms, anecdotes, dialogues and adventures in this volume comprise an encyclopedia of modern Russian Orthodoxy, and thereby of Russian life.

Murder at the Dacha
July 01, 2013

Murder at the Dacha

Senior Lieutenant Pavel Matyushkin has a problem. Several, actually. Not the least of them is the fact that a powerful Soviet boss has been murdered, and Matyushkin's surly commander has given him an unreasonably short time frame to close the case.

Murder and the Muse
December 12, 2016

Murder and the Muse

KGB Chief Andropov has tapped Matyushkin to solve a brazen jewel heist from Picasso’s wife at the posh Metropole Hotel. But when the case bleeds over into murder, machinations, and international intrigue, not everyone is eager to see where the clues might lead.

The Samovar Murders
November 01, 2019

The Samovar Murders

The murder of a poet is always more than a murder. When a famous writer is brutally stabbed on the campus of Moscow’s Lumumba University, the son of a recently deposed African president confesses, and the case assumes political implications that no one wants any part of.

About Us

Russian Life is a publication of a 30-year-young, award-winning publishing house that creates a bimonthly magazine, books, maps, and other products for Russophiles the world over.

Latest Posts

Our Contacts

Russian Life
73 Main Street, Suite 402
Montpelier VT 05602

802-223-4955