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Н Новости

Fab Tool, или опыт создания сложного генеративного видео

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Я большой фанат французского электронного музыканта Франка Уэзо, более известного под псевдонимом Carpenter Brut, и в качестве автора малобюджетного видео я давно мечтал создать ремейк культового видео Fab Tool. Клип этот, сам по себе довольно скромный в производстве, всегда казался мне невероятно выразительным именно благодаря особой атмосфере, которую можно было бы воссоздать или даже усилить в римейке, а в наше время нейрогенеративного всего римейкизируют буквально что угодно, так что рано или поздно план был бы реализован, однако путь к искомому результату в итоге оказался куда более тернистым, чем представлялось изначально.

Эта история началась полтора года назад, летом 2023 года, когда вышла пятая версия MidJourney, стал доступен Gen-2 от Runway, а в Discord появились генеративные боты Pika и Suno. Таким образом, сформировался полноценный набор инструментов для создания AI-видео, в котором и картинка, и анимация, и музыка создавались бы нейросетями.

Как человек, помимо увлечения электронной музыкой, много лет занимающийся разнообразными малобюджетными видеопроектами, я изначально был очень заинтересован в том, чтобы нейросети нового поколения позволили выпускать те же буктрейлеры, музыкальные видео и другие небольшие творческие проекты чаще, дешевле и быстрее.

Однако мои радужные ожидания быстро разбились тогда о технические ограничения. Инструменты были сырыми, а первые результаты — далеки от идеала. Многие задумки попросту не удавались без чрезмерных творческих компромиссов. Например, давно задуманный мной проект буктрейлера к «Часу Быка» Ефремова пока ограничился лишь несколькими ранними версиями иллюстраций:

Фай Родис, иллюстрация к «Часу Быка»
Фай Родис, иллюстрация к «Часу Быка»

О возвращении к Fab Tool не могло быть пока и речи. Потому я решил для начала сосредоточиться на создании статических образов, ожидая дальнейшего развития видео-генераторов. В частности, я активно изучал возможности MidJourney, так как возможности их конкурентов пока оставались слишком ограниченными для моих целей. Проблема с созданием изображений всегда стояла для меня острее, чем анимация, которую всегда можно было реализовать средствами монтажных программ. То есть картинки были, спасибо Алексу Андрееву и Марии О’Тул, но картинок мне нужно было куда больше, а бюджеты у меня как у некоммерческого автора всегда минимальные. Вот пример из числа моих предыдущих работ, на которые я опирался:

Так начались два моих изобразительных нейрогенеративных проекта: веб-комикс «Непьющий» о единственном в мире непьющем детективе Джонатане Т. Мэддоксе и иллюстрированный роман «Гать».

Комикс позволил мне учиться работать в единой графической стилистике (важно — не фотореалистичной) и по возможности сохранять единство образов и атмосферы. А «Гать» предоставила разнообразные образы и приемы, пригодные для будущей анимации, которая до сих пор остается сложной задачей для всех существующих инструментов.

Комикс в результате завершился публикацией первого тома в трех главах. На его создание ушло полгода. Итоговый том включал 60 страниц, собранных в фотошопе из более чем 200 генераций изображений. Надписи, баблы, рамки и диалоги я оформлял вручную, поскольку MidJourney до сих пор плохо справляется с текстом, а другие инструменты я не стал привлекать осознанно, чтобы без необходимости не усложнять продакшн. Вот пример получившихся разворотов:

«Непьющий»

Опыт это был довольно непростой, хотя и очень увлекательный, для этого я даже создал одноименный телеграм-канал, где публиковал промежуточные результаты, демки, советовался с подписчиками и вообще получал полезную в любом творческом процессе обратную связь.

Параллельно «Гать» обрастала сгенерированными изображениями. Каждая из 40 частей романа сопровождалась «официальными» иллюстрациями и дополнительной галереей «из невошедшего», которые я также публиковал у себя в телеграме и на платформе АТ в разделе дополнительных материалов.

На выходе получилось около сотни готовых к анимации образов. Но даже с ними Pika и Gen-2 могли предложить только скромные эффекты вроде наплывов и панорам, значительный объем творческих задач по-прежнему оставался недоступным для исполнения.

Однако вскоре произошли сразу две революции в направлении image-to-video. Пускай громко анонсированная модель Sora от OpenAI год не становилась доступной в паблике и принесла в итоге довольно посредственные результаты, зато модели Gen-3 от Runway и Luma Dream Machine 1.5 летом 2024 совершили настоящий прорыв. Эти инструменты использовали 3D-моделирование для оживления картинок и показали впечатляющие результаты с момента старта публичной беты, в которой можно было моделировать сложные сцены с продвинутым управлением работой камеры, пластикой объектов и персонажей, потому я сразу же приступил к созданию видео по своим изображениям. Первым был готов буктрейлер «Гати»:

Помимо продвинутой анимации, в нем я впервые использовал нейрогенеративную музыку, созданную моделью Udio, которая к тому времени уже во многом опередила своих конкурентов. Результат превзошел мои ожидания: 100+ фрагментов было создано буквально за пару выходных, для чего потребовалось зарегистрировать всего несколько бесплатных аккаунтов. Спасибо демократичной ценовой политике ребят из Luma.

Настала пора браться за что-то более серьёзное. Напрашивавшиеся в качестве следующих проектов напрашивающиеся буктрейлеры «Непьющего» или «Часа Быка» уже не казались такими уж прорывными. Наоборот, всё указывало на то, что они могут оказаться слишком простыми, с учётом новых возможностей генеративных инструментов. Поэтому я решил бросить себе настоящий вызов и достал с полки старый замысел. В октябре прошлого года я приступил к работе над Fab Tool.

Визуальные референсы в виде скриншотов из оригинального видео со временем трансформировались в две сотни сгенеренных оригинальных изображений, а затем и в сравнимое количество анимированных отрывков, благо процент удачных дублей у Luma к тому моменту стал довольно высок. Эти фрагменты предстояло снабдить новым звуковым ремиксом, который, по возможности, не уступал бы оригиналу по мощности и качеству звучания. После этого начался процесс кропотливого пост-продакшна и монтажа в Adobe Premiere.

И вот, спустя полтора года с того момента, как я приступил к исследованиям в этой области, мой видеогенеративный опус-магнум был завершён:

Как вы видите, тут сохранены и сложные переходы оригинала, и его безысходная атмосфера, и пафос, также я постарался сохранить противостояние трех цветовых атмосфер, по возможности при этом приблизив картинку к фотореалистичным стандартам, очевидно, не присущим оригиналу, а значит получив шанс в чем-то его обойти на повороте.

Удалось ли мне в итоге достичь хотя бы части своих творческих и технических целей? Несомненно. Процесс создания видео стал драматически быстрее, а атмосферность и качество картинки вы можете оценить сами. Лично я остался крайне доволен результатом. Однако приходится ли нам при просмотре по-прежнему давать скидку на сырость технологий и минимальный бюджет? В какой-то мере — да, но не во всём. Результат даже превзошел изначально заложенные ожидания, как художественные, так и инструментальные.

Конечно, полноценное «нейросетевое кино» не будет снято ни в этом, ни в следующем году, все подобные проекты до сих пор остаются в рамках экспериментальных, вне зависимости от бюджета.Однако тот прогресс, который я наблюдал за полтора года, и невероятный темп, с которым развиваются генеративные нейросети, все всяких сомнений, в ближайшее время изменят рынок видео- и кинопроизводства самым кардинальным образом — и уже меняют его на наших глазах. Как говорится, до новых премьер и новых прорывов!

Источник

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    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 19:53 Tonerdomark

    A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.

  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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