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Н Новости

Применение нейросетей в DIY

Сейчас мы переживаем революционный период, когда нейросети и ИИ перестают быть чем-то далёким и чуждым, и всё прочнее закрепляются в нашей жизни: школьники решают примеры при помощи Алисы, программисты ищут варианты решений в ChatGPT, художники стали осваивать искусство доработки изображений, сгенерированных в Midjourney или Шедевруме. Мы начинаем подгонять ИИ под себя. Именно рядовые пользователи, а не многомиллионные корпорации, предлагающие шаблонные решения.

b4477ca291ee15417df15814c9bcb164.png

Неудивительно, что ИИ-функционал теперь доступен и в устройствах для DIY. Посмотрим, что можно приобрести из таких устройств прямо сейчас.

Gravity: Офлайн-модуль распознавание голосовых команд

0cb88502dc662503738c133f4a6ce0e6.png

Ссылка: https://www.dfrobot.com/product-2665.html

Приблизительная цена: 17$

Модуль голосового распознавания команд, работает полностью офлайн, оснащён встроенным динамиком и микрофоном, предусмотрена возможность добавления своих команд.

Совместим с Arduino, micro:bit и ESP32. Интересен для использования в «умных» домах, голосовых помощниках и вообще для любого другого взаимодействия человека и устройств.

Помимо 121 базовой команды на английском языке типа «включить свет», «открыть дверь», «уменьшить громкость» и т.д. (полный список команд можно посмотреть здесь), есть возможность добавить 17 новых на любом языке. Как вариант, можно даже записать какой-то звук: хлопок в ладоши, щелчок или мяуканье кошки (например, для активации кормушки, если, конечно, получится заставить питомца промяукать трижды для обучения).

Бонусом идёт голосовое оповещение модуля в режиме реального времени, была ли принята и понята команда.

Среди плюсов, которые бросились в глаза лично мне:

• смена wake-up слова – вот уж точно настройка «под ключ»;

• подробная документация и вики;

• вариативность использования и уровень индивидуализации решения – в доме и не только можно сделать «умным» любую часть хозяйства, если есть техническая возможность.

Минусы: отсутствие русского языка.

Технические характеристики

• Рабочее напряжение: 3.3 – 5В

• Максимальный рабочий ток: ≤370 мА (5В)

• Интерфейсы: I2C/UART

• Адрес I2C: 0x64

• Чувствительность микрофона на плате: -28 дБ

• Размеры: 49×32 мм / 1.93×1.26”

• Рабочая температура: 0-70℃

Команды:

• Фиксированные: 121

• Фиксированное слово активации: 1

• Настраиваемые команды: 17

• Команда для активации обучения: 1

Справедливости ради, стоит заметить, что тут не учтены 9 команд, которые используются в процессе обучения.

AI-модуль: Голосовое управление роботом

d64ae2cee8392878a6ff59101ac9bb9e.png

Ссылка: https://ai-mcu-hub.ru/product/1584421305/

Цена: 1600 руб.

Этот продукт отчасти перекликается с предыдущим, но он уже заточен под конкретную задачу –управление роботом (хотя можно приспособить под что угодно). Решение реализовано на плате ESP32, поддерживает 9 команд (в основном направление движения и изменения скорости: «вперёд», «назад», «старт», «стоп», «медленно» и др.), и слово для перехода в спящий. На плате есть встроенные микрофон, усилитель для подключения динамика и светодиоды, последние, кстати, весьма полезны, но об этом позже.

Как мне кажется, этот продукт отлично подходит для школьников и начинающих схемотехников. Функционал, понятное дело, сильно попроще, чем у первого «лота», зато наглядность в разы выше.

Во-первых, отклик системы не только через динамик, но и через светодиоды – отличная идея. Динамик может быть тихим, а при поломке обратная связь с устройством и вовсе теряется. Здесь всё предельно ясно: зелёный – принял-понял, красный – не понимает, надо повторить. Возможно, и в первом продукте есть светодиоды, поправьте меня, если это так, но мне их найти не удалось. Во-вторых, динамик тут говорит не просто «Ок», а проговаривает команды, что тоже только в плюс к наглядности.

Импонирует лёгкость реализации идеи. По сути хватит любого детского робототехнического набора для старта работы.

Технические характеристики

• Микроконтроллер: ESP32-S3;

• Память:384 Кб ROM и 512 Кб SRAM

• MEMS-микрофон: MP34DT06JTR

• Светодиоды

• Звуковой I2S усилитель D-класса на MAX98357

• Интерфейсы: UART, SPI, I2C

• Питание: 5 В.

• Средняя потребляемая мощность - 30 мА

Интерактивная игра «Тичер»

277720129f17c43d30c0e9d26d2fd42c.png

Ссылка: https://ai-mcu-hub.ru/product/1690180792/

Продолжаем хит-парад ИИ-устройств по распознаванию слов.

Ещё одно решение, которое заточено под определённую задачу – изучение английского языка на уровне elementary. На самом деле это не совсем DIY-устройство, а полноценное решение, которому, разве что, неплохо организовать обновления пакета слов. По крайней мере я не совсем понимаю, куда бы его можно было встроить, в отличие от прошлых модулей, но сама идея такая простая и привлекательная, что мне показалось, грешно выпускать из обзора этот вариант.

Итак, что мы имеем. Плата с модулем распознавания набора английских слов. Всего в пакете 40 слов, из которых 10 цифр, но производитель обещает расширить этот пакет в будущем. Встроенный динамик, который: а) даёт отклик на попытки произнести слово, б) подсказку, в) звуковую ассоциацию. На мониторе выводятся картинки или примеры, которые надо опознать или посчитать и произнести по-английски. И снова у нас есть светодиоды, по которым тоже легко понять, удалась ли попытка. Питание от пауэрбанка (type С) или через USB. Суть игры: произнести нужное слово по-английски, не коверкая фонетику. Модуль, судя по видео, сильно к произношению не придирается, но и откровенный «рунглиш» не пропускает.

Вот бы мне её в руки поиграться… хотя не ребёнок и уровень всё же выше elementary.

Технические характеристики

(хотя тут они большого значения не имеют)

• Микроконтроллер: ESP32 S3 и ESP32 С3

• MEMS-микрофон: MP34DT06JTR

• Светодиоды: RGB LED – SK6805

• Питание: USB Type-C с адаптером для смартфона или USB-разъёмом компьютера. 5 В, 500 мА (мин).

• 4 кнопки: Reset, Back и 2 User/Boot

• OLED-дисплей

Gravity: Huskylens – ИИ-камера

fc40759b86582ecb798863113997113f.png

Ссылка: https://www.dfrobot.com/product-1922.html

Приблизительная цена: 55$

Переходим от распознавания речи и звуков к распознаванию образов и объектов. И тут своего рода «швейцарский нож» в распознавании изображений. Модуль на основе Kendryte K210 предлагает сразу букет ИИ-возможностей: отслеживание объекта, распознавание лиц, распознавание объектов, отслеживание линий, распознавание цветов и меток. Заявлена совместимость с Arduino, micro:bit, Raspberry Pi и LattePanda, и, как мне кажется, открывает огромные просторы для создания своих решений. Модуль можно обучить под свои запросы без подключения к сети Интернет.

В инструкциях заявлено, что можно обучить модуль определённым жестам, что помимо банального употребления в «умных» домах может стать прорывом для людей с ограниченными возможностями (немых или глухих). Отслеживание линий или разметки и распознавание цвета —отличный вариант для разработки разнообразных дорожных решений. Применений миллионы.

Именно поэтому этот продукт получил от меня звание «швейцарского ножа». Умел бы ещё на машинке вышивать, цены бы ему не было! Хотя, если алгоритм распознавания линий загнать для чтения вязальных схем..., то может Матроскину и придётся потесниться на своем пьедестале.

Технические характеристики

• Процессор: Kendryte K210

• Датчик изображения: OV2640 (камера с разрешением 2,0 мегапикселя)

• Рабочее напряжение: 3,3~5,0 В

• Потребляемой ток: 320мА@3.3В, 230 мА @5.0В (в режиме распознавания лиц; 80% яркость подсветки; свет отключён)

• Интерфейсы: UART, I2C

• Дисплей: 2хдюймовый IPS экран с разрешением 320*240

• Встроенные алгоритмы: Распознавание лиц, Отслеживание объектов, Распознавание объектов, Отслеживание линий, Распознавание цветов, Распознавание меток

• Размеры: 52мм * 44.5мм / 2.05 x 1.75 дюймов

В заключении

Конечно, четыре образца – далеко не всё, что может предложить рынок ищущим, но на мой взгляд, именно эти являются неплохим началом и открывают богатые возможности по внедрению ИИ в нашу жизнь. А какие продукты привлекли ваше внимание? Буду благодарен, если поделитесь своими находками в комментариях.

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    Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…

  • 11.10.25 10:44 Tonerdomark

    A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.

  • 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 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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