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

Life Stories: Original Fiction By Russian Authors

Life Stories: Original Fiction By Russian Authors

The Life Stories collection is a nice introduction to contemporary Russian fiction: many of the 19 authors featured here have won major Russian literary prizes and/or become bestsellers. These are life-affirming stories of love, family, hope, rebirth, mystery and imagination, masterfully translated by some of the best Russian-English translators working today. The selections reassert the power of Russian literature to affect readers of all cultures in profound and lasting ways. Best of all, 100% of the profits from the sale of this book are going to benefit Russian hospice—not-for-profit care for fellow human beings who are nearing the end of their own life stories.
A Taste of Chekhov

A Taste of Chekhov

This compact volume is an introduction to the works of Chekhov the master storyteller, via nine stories spanning the last twenty years of his life.
Jews in Service to the Tsar

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.
White Magic

White Magic

The thirteen tales in this volume – all written by Russian émigrés, writers who fled their native country in the early twentieth century – contain a fair dose of magic and mysticism, of terror and the supernatural. There are Petersburg revenants, grief-stricken avengers, Lithuanian vampires, flying skeletons, murders and duels, and even a ghostly Edgar Allen Poe.
How Russia Got That Way

How Russia Got That Way

A fast-paced crash course in Russian history, from Norsemen to Navalny, that explores the ways the Kremlin uses history to achieve its ends.
Bears in the Caviar

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.
The Samovar Murders

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.
Fish: A History of One Migration

Fish: A History of One Migration

This mesmerizing novel from one of Russia’s most important modern authors traces the life journey of a selfless Russian everywoman. In the wake of the Soviet breakup, inexorable forces drag Vera across the breadth of the Russian empire. Facing a relentless onslaught of human and social trials, she swims against the current of life, countering adversity and pain with compassion and hope, in many ways personifying Mother Russia’s torment and resilience amid the Soviet disintegration.
Okudzhava Bilingual

Okudzhava Bilingual

Poems, songs and autobiographical sketches by Bulat Okudzhava, the king of the Russian bards. 
The Pet Hawk of the House of Abbas

The Pet Hawk of the House of Abbas

This exciting new trilogy by a Russian author – who has been compared to Orhan Pamuk and Umberto Eco – vividly recreates a lost world, yet its passions and characters are entirely relevant to the present day. Full of mystery, memorable characters, and non-stop adventure, The Pet Hawk of the House of Abbas is a must read for lovers of historical fiction and international thrillers.  
Life Stories
September 01, 2009

Life Stories

The Life Stories collection is a nice introduction to contemporary Russian fiction: many of the 19 authors featured here have won major Russian literary prizes and/or become bestsellers. These are life-affirming stories of love, family, hope, rebirth, mystery and imagination, masterfully translated by some of the best Russian-English translators working today. The selections reassert the power of Russian literature to affect readers of all cultures in profound and lasting ways. Best of all, 100% of the profits from the sale of this book are going to benefit Russian hospice—not-for-profit care for fellow human beings who are nearing the end of their own life stories.

The Latchkey Murders
July 01, 2015

The Latchkey Murders

Senior Lieutenant Pavel Matyushkin is back on the case in this prequel to the popular mystery Murder at the Dacha, in which a serial killer is on the loose in Khrushchev’s Moscow...

Driving Down Russia's Spine
June 01, 2016

Driving Down Russia's Spine

The story of the epic Spine of Russia trip, intertwining fascinating subject profiles with digressions into historical and cultural themes relevant to understanding modern Russia. 

A Taste of Chekhov
December 24, 2022

A Taste of Chekhov

This compact volume is an introduction to the works of Chekhov the master storyteller, via nine stories spanning the last twenty years of his life.

Moscow and Muscovites
November 26, 2013

Moscow and Muscovites

Vladimir Gilyarovsky's classic portrait of the Russian capital is one of Russians’ most beloved books. Yet it has never before been translated into English. Until now! It is a spectactular verbal pastiche: conversation, from gutter gibberish to the drawing room; oratory, from illiterates to aristocrats; prose, from boilerplate to Tolstoy; poetry, from earthy humor to Pushkin. 

Little Golden Calf
February 01, 2010

Little Golden Calf

Our edition of The Little Golden Calf, one of the greatest Russian satires ever, is the first new translation of this classic novel in nearly fifty years. It is also the first unabridged, uncensored English translation ever, and is 100% true to the original 1931 serial publication in the Russian journal 30 Dnei. Anne O. Fisher’s translation is copiously annotated, and includes an introduction by Alexandra Ilf, the daughter of one of the book’s two co-authors.

White Magic
June 01, 2021

White Magic

The thirteen tales in this volume – all written by Russian émigrés, writers who fled their native country in the early twentieth century – contain a fair dose of magic and mysticism, of terror and the supernatural. There are Petersburg revenants, grief-stricken avengers, Lithuanian vampires, flying skeletons, murders and duels, and even a ghostly Edgar Allen Poe.

Frogs Who Begged...
November 01, 2010

Frogs Who Begged...

The fables of Ivan Krylov are rich fonts of Russian cultural wisdom and experience – reading and understanding them is vital to grasping the Russian worldview. This new edition of 62 of Krylov’s tales presents them side-by-side in English and Russian. The wonderfully lyrical translations by Lydia Razran Stone are accompanied by original, whimsical color illustrations by Katya Korobkina.

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.

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.

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