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<div class="header-banner topBanner" data-type="header" style="display: block; position: sticky; top: 0; z-index: 999;">
<a data-source="221371" data-banner="226288" class="universal-notice js-universal-notice-notice universal-notice--webp universal-notice--bitrix universal-notice--active" href="https://skillbox.ru/sale/main/?utm_source=media&utm_medium=banners&utm_campaign=all_all_media_banners_banners_header_all_all_skillbox" target="_blank" style="--banner-bg: #5927E9;--banner-color: #fff;--button-font-color: #000000;--button-bg-color: #FFFFFF;--banner-img-left: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_left/602754/f9ac17dd-a1d4-46c6-aa14-4f7b949defd1.png);--banner-img-left-webp: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_left/602754/f9ac17dd-a1d4-46c6-aa14-4f7b949defd1.webp);--banner-img-center: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_center/602507/232fc4a5-b130-4af2-a629-bdb293a4dd2e.png);--banner-img-center-webp: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_center/602507/232fc4a5-b130-4af2-a629-bdb293a4dd2e.webp);--banner-img-center-mobile: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_center/602507/232fc4a5-b130-4af2-a629-bdb293a4dd2e.png);--banner-img-center-mobile-webp: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_center/602507/232fc4a5-b130-4af2-a629-bdb293a4dd2e.webp);--banner-img-right: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_right/602755/ad7a7fe5-b8d3-47a3-885b-51a7971c12a9.png);--banner-img-right-webp: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_right/602755/ad7a7fe5-b8d3-47a3-885b-51a7971c12a9.webp);">
<span class="universal-notice__wrapper">
<b class="universal-notice__title">
Скидка до 55% и 3 курса в подарок
</b>
<span class="universal-timer js-universal-notice-timer js-universal-notice-active">
<span class="universal-timer__days js-universal-notice-days">2 дня</span>
<span class="js-universal-notice-hours">13</span>
:<span class="js-universal-notice-minutes">30</span>
:<span class="js-universal-notice-seconds">09</span>
</span>
<span class="universal-notice__button">Выбрать курс</span>
</span>
</a><script>
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deadline.setDate(5);
deadline.setHours(0, 0, 0);
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const elHours = timer.querySelector('.js-universal-notice-hours');
const elMinutes = timer.querySelector('.js-universal-notice-minutes');
const elSeconds = timer.querySelector('.js-universal-notice-seconds');
// Функция обновления таймера
const updateTimer = () => {
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let diff = Math.max(0, deadline - now);
if (diff === 0) {
let lastDayOfMonth = new Date(now.getFullYear(), now.getMonth() + 1, 0);
let lastDay = lastDayOfMonth.getDate();
if (lastDay - now.getDate() < 4) {
deadline.setMonth(deadline.getMonth() + 1, 1);
} else {
deadline.setDate(deadline.getDate() + 4);
}
diff = Math.max(0, deadline - now);
}
// Time calculations for days, hours, minutes and seconds
var days = Math.floor(diff / (1000 * 60 * 60 * 24));
var hours = Math.floor((diff % (1000 * 60 * 60 * 24)) / (1000 * 60 * 60)).toString();
var minutes = Math.floor((diff % (1000 * 60 * 60)) / (1000 * 60)).toString();
var seconds = Math.floor((diff % (1000 * 60)) / 1000).toString();
if (timer) {
let dayTitles = ['день', 'дня', 'дней'];
let daySuffix = dayTitles[(days % 100 > 4 && days % 100 < 20) ? 2 : [2, 0, 1, 1, 1, 2][days % 10 < 5 ? days % 10 : 5]]
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elMinutes.innerHTML = minutes.padStart(2, '0');
elSeconds.innerHTML = seconds.padStart(2, '0');
}
};
updateTimer();
const timerId = setInterval(updateTimer, 1000);
});
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</div> <div data-area="article" data-title="Улыбнитесь, вас снимает ИИ: что такое «умная видеоаналитика» и как её применяют в бизнесе / Skillbox Media" class=" noFullClass">
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<li class="info-item"> <time class="info-text" datatime="#">21 ноя 2024</time></li>
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<h1 class="article-preview__title">Улыбнитесь, вас снимает ИИ: что такое «умная видеоаналитика» и как её применяют в бизнесе</h1>
<p class="article-preview__description">Подкаст «Люди и код», выпуск №129: Александр Овчинников и Иван Шамшурин.</p>
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Антон Сёмин </div>
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Пишет об истории IT, разработке и советской кибернетике. Знает Python, JavaScript и немного C++, но предпочитает писать на русском. </div>
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stk-list-item" data-ce-tag="list-item">«<a href="https://www.piter.com/collection/seriya-grokaem/product/grokaem-glubokoe-obuchenie" target="_blank" class="stk-reset">Грокаем глубокое обучение</a>», Эндрю Траск</li><li class="stk-reset stk-list-item" data-ce-tag="list-item">«<a href="https://habr.com/ru/companies/piter/articles/475488/" target="_blank" class="stk-reset">Знакомство с PyTorch: глубокое обучение при обработке естественного языка</a>», Брайан Макмахан, Делип Рао</li><li class="stk-reset stk-list-item" data-ce-tag="list-item">«<a href="https://www.williamspublishing.com/Books/978-5-907203-33-4.html" target="_blank" class="stk-reset">Прикладное машинное обучение с помощью Scikit-Learn, Keras и TensorFlow: концепции, инструменты и техники для создания интеллектуальных систем</a>», Орельен Жерон</li><li class="stk-reset stk-list-item" data-ce-tag="list-item">«<a href="https://dmkpress.com/catalog/computer/data/978-5-97060-618-6/" target="_blank" class="stk-reset">Глубокое обучение</a>», Я. Гудфеллоу, И. Бенджио, А. Курвилль</li><li class="stk-reset stk-list-item" data-ce-tag="list-item">«<a href="https://bhv.ru/product/razrabotka-trebovanij-k-programmnomu-obespecheniyu-3-izd/" target="_blank" class="stk-reset">Разработка требований к программному обеспечению</a>», Карл Вигерс, Джой Битти</li><li class="stk-reset stk-list-item" data-ce-tag="list-item">«<a href="https://www.livelib.ru/book/1000540459-polzovatelskie-istorii-gibkaya-razrabotka-programmnogo-obespecheniya-majk-kon" target="_blank" class="stk-reset">Пользовательские истории. Гибкая разработка программного обеспечения</a>», Майк Кон</li><li class="stk-reset stk-list-item" data-ce-tag="list-item">«<a href="https://www.livelib.ru/book/1002544152/reviews-polzovatelskie-istorii-iskusstvo-gibkoj-razrabotki-po-dzheff-patton" target="_blank" class="stk-reset">Пользовательские истории. Искусство гибкой разработки ПО</a>», Джефф Паттон</li><li class="stk-reset stk-list-item" data-ce-tag="list-item">«<a href="https://habr.com/ru/articles/684580/" target="_blank" class="stk-reset">Подготовка датасета для машинного обучения: 10 базовых способов совершенствования данных</a>»</li><li class="stk-reset stk-list-item" data-ce-tag="list-item">«<a href="https://www.technologika.ru/blog/how-to-create-great-dataset" target="_blank" class="stk-reset">О важности датасета и о том, как сделать его лучше</a>»</li><li class="stk-reset stk-list-item" data-ce-tag="list-item">«<a href="https://gb.ru/blog/dataset/" target="_blank" class="stk-reset">Датасет: виды, применение, набор лучших</a>»</li></ul><figure class="stk-reset stk-theme_26309__mb_15 stk-embed_rendered" data-ce-tag="embed"><code class="stk-code"><iframe frameborder="0" allow="clipboard-write" style="border:none;width:100%;height:210px;" width="100%" height="210" src="https://music.yandex.ru/iframe/track/133175090/20602720">Слушайте <a href='https://music.yandex.ru/album/20602720/track/133175090'>Слишком умный маркетинг: как бизнес предсказывает наши желания с помощью ИИ и прочей магии</a> на Яндекс Музыке</iframe></code></figure><h3 class="stk-theme_26309__style_medium_header stk-reset stk-theme_26309__mb_05" data-ce-tag="paragraph"><strong class="stk-reset">Слушать выпуск</strong></h3><div class="stk-theme_26309__mb_15 stk-grid" data-ce-tag="grid"><div data-col-width="6" class="stk-grid-col" data-stk-css="" data-stk-css-m="" data-ce-tag="grid-col"><ul class="stk-theme_26309__pad_hor_1 stk-reset" data-ce-tag="list"><li class="stk-reset stk-list-item" data-ce-tag="list-item"><a href="https://skillboxcode.mave.digital/ep-132" target="_blank" class="stk-reset">mave</a></li><li class="stk-reset stk-list-item" data-ce-tag="list-item"><a href="https://podcasts.apple.com/us/podcast/%D1%81%D0%BB%D0%B8%D1%88%D0%BA%D0%BE%D0%BC-%D1%83%D0%BC%D0%BD%D1%8B%D0%B9-%D0%BC%D0%B0%D1%80%D0%BA%D0%B5%D1%82%D0%B8%D0%BD%D0%B3-%D0%BA%D0%B0%D0%BA-%D0%B1%D0%B8%D0%B7%D0%BD%D0%B5%D1%81-%D0%BF%D1%80%D0%B5%D0%B4%D1%81%D0%BA%D0%B0%D0%B7%D1%8B%D0%B2%D0%B0%D0%B5%D1%82-%D0%BD%D0%B0%D1%88%D0%B8/id1604736632?i=1000677757992" target="_blank" class="stk-reset">Apple Podcasts</a></li><li class="stk-reset stk-list-item" data-ce-tag="list-item"><a href="https://castbox.fm/episode/%D0%A3%D0%BB%D1%8B%D0%B1%D0%BD%D0%B8%D1%82%D0%B5%D1%81%D1%8C%2C-%D0%B2%D0%B0%D1%81-%D1%81%D0%BD%D0%B8%D0%BC%D0%B0%D0%B5%D1%82-%D0%98%D0%98%3A-%D1%87%D1%82%D0%BE-%D1%82%D0%B0%D0%BA%D0%BE%D0%B5-%C2%AB%D1%83%D0%BC%D0%BD%D0%B0%D1%8F-%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D1%82%D0%B8%D0%BA%D0%B0%C2%BB-%D0%B8-%D0%BA%D0%B0%D0%BA-%D0%B5%D1%91-%D0%BF%D1%80%D0%B8%D0%BC%D0%B5%D0%BD%D1%8F%D1%8E%D1%82-%D0%B2-%D0%B1%D0%B8%D0%B7%D0%BD%D0%B5%D1%81%D0%B5-id4744119-id755318105?country=ru" target="_blank" class="stk-reset">Castbox</a></li></ul></div><div data-col-width="6" class="stk-grid-col stk-grid-col_last stk-theme_26309__pad_hor_1-m" data-ce-tag="grid-col"><ul class="stk-reset" data-ce-tag="list"><li class="stk-reset stk-list-item" data-ce-tag="list-item"><a href="https://youtu.be/qpLDpOf01vI" target="_blank" class="stk-reset">YouTube</a></li><li class="stk-reset stk-list-item" data-ce-tag="list-item"><a href="https://vk.com/podcast-203955765_456239162" target="_blank" class="stk-reset">VK</a></li><li class="stk-reset stk-list-item" data-ce-tag="list-item">«<a class="stk-reset" href="https://music.yandex.ru/album/20602720/track/133175090?dir=desc&activeTab=track-list" target="_blank">Яндекс Музыка</a>»</li></ul></div></div><div class="stk-grid stk-theme_26309__mb_15" data-ce-tag="grid" data-stk-css="stkpAtHa"><div data-col-width="12" class="stk-grid-col stk-grid-col_last" data-ce-tag="grid-col"><p class="stk-reset " data-ce-tag="paragraph">Если хотите поделиться своей историей, пишите в Telegram <a class="stk-reset" href="https://t.me/antoxa_s95" target="_blank">@antoxa_s95</a> или на почту <a class="stk-reset" href="mailto:anton.syomin@skillbox.ru" target="_blank">anton.syomin@skillbox.ru</a></p></div></div><div class="stk-grid stk-grid__layout_columns" data-stk-css="stk32uZ2" data-ce-tag="grid"><div data-col-width="1" class="stk-grid-col align-left valign-top stk-mobile-hidden" data-ce-tag="grid-col" data-stk-css="" data-stk-css-m=""><a class="sklbx-link sklbx-link--fb stk-container stk-container-link stk-reset" data-ce-tag="container" data-container-name="Telegram" href="https://t.me/skillbox_media_code" target="_blank"><svg class="sklbx-link__icon" width="25" height="20" xmlns="http://www.w3.org/2000/svg">
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\u00ab\u0414\u0430\u0442\u0430\u0441\u0435\u0442: \u0432\u0438\u0434\u044b, \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435, \u043d\u0430\u0431\u043e\u0440 \u043b\u0443\u0447\u0448\u0438\u0445 \r\n \u00bb\u0421\u043b\u0443\u0448\u0430\u0439\u0442\u0435 \u0421\u043b\u0438\u0448\u043a\u043e\u043c \u0443\u043c\u043d\u044b\u0439 \u043c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433: \u043a\u0430\u043a \u0431\u0438\u0437\u043d\u0435\u0441 \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0430\u0448\u0438 \u0436\u0435\u043b\u0430\u043d\u0438\u044f \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0418\u0418 \u0438 \u043f\u0440\u043e\u0447\u0435\u0439 \u043c\u0430\u0433\u0438\u0438 \u043d\u0430 \u042f\u043d\u0434\u0435\u043a\u0441 \u041c\u0443\u0437\u044b\u043a\u0435\u0421\u043b\u0443\u0448\u0430\u0442\u044c \u0432\u044b\u043f\u0443\u0441\u043a\r\n\r\n\r\n\r\n- mave \r\n- Apple Podcasts [ https:\/\/podcasts.apple.com\/us\/podcast\/%D1%81%D0%BB%D0%B8%D1%88%D0%BA%D0%BE%D0%BC-%D1%83%D0%BC%D0%BD%D1%8B%D0%B9-%D0%BC%D0%B0%D1%80%D0%BA%D0%B5%D1%82%D0%B8%D0%BD%D0%B3-%D0%BA%D0%B0%D0%BA-%D0%B1%D0%B8%D0%B7%D0%BD%D0%B5%D1%81-%D0%BF%D1%80%D0%B5%D0%B4%D1%81%D0%BA%D0%B0%D0%B7%D1%8B%D0%B2%D0%B0%D0%B5%D1%82-%D0%BD%D0%B0%D1%88%D0%B8\/id1604736632?i=1000677757992 ]\r\n \r\n- Castbox [ https:\/\/castbox.fm\/episode\/%D0%A3%D0%BB%D1%8B%D0%B1%D0%BD%D0%B8%D1%82%D0%B5%D1%81%D1%8C%2C-%D0%B2%D0%B0%D1%81-%D1%81%D0%BD%D0%B8%D0%BC%D0%B0%D0%B5%D1%82-%D0%98%D0%98%3A-%D1%87%D1%82%D0%BE-%D1%82%D0%B0%D0%BA%D0%BE%D0%B5-%C2%AB%D1%83%D0%BC%D0%BD%D0%B0%D1%8F-%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D1%82%D0%B8%D0%BA%D0%B0%C2%BB-%D0%B8-%D0%BA%D0%B0%D0%BA-%D0%B5%D1%91-%D0%BF%D1%80%D0%B8%D0%BC%D0%B5%D0%BD%D1%8F%D1%8E%D1%82-%D0%B2-%D0%B1%D0%B8%D0%B7%D0%BD%D0%B5%D1%81%D0%B5-id4744119-id755318105?country=ru ]\r\n \r\n\r\n\r\n- YouTube \r\n- VK \r\n- \u00ab\u042f\u043d\u0434\u0435\u043a\u0441 \u041c\u0443\u0437\u044b\u043a\u0430 [ https:\/\/music.yandex.ru\/album\/20602720\/track\/133175090?dir=desc&activeTab=track-list ] \r\n\u00bb\r\n\r\n\r\n\r\n\u0415\u0441\u043b\u0438 \u0445\u043e\u0442\u0438\u0442\u0435 \u043f\u043e\u0434\u0435\u043b\u0438\u0442\u044c\u0441\u044f \u0441\u0432\u043e\u0435\u0439 \u0438\u0441\u0442\u043e\u0440\u0438\u0435\u0439, \r\n\u043f\u0438\u0448\u0438\u0442\u0435 \u0432 Telegram @antoxa_s95 \u0438\u043b\u0438 \u043d\u0430 \u043f\u043e\u0447\u0442\u0443 anton.syomin@skillbox.ru [ mailto:anton.syomin@skillbox.ru ] \r\n\r\n \r\n\r\n \r\n\r\n\r\n\u0411\u043e\u043b\u044c\u0448\u0435 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e\u0433\u043e \u043f\u0440\u043e \u043a\u043e\u0434 \u2014 \u0432 \u043d\u0430\u0448\u0435\u043c \r\n\u0442\u0435\u043b\u0435\u0433\u0440\u0430\u043c-\u043a\u0430\u043d\u0430\u043b\u0435 . \u041f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0439\u0442\u0435\u0441\u044c!","author":{"@type":"Person","name":"\u0410\u043d\u0442\u043e\u043d \u0421\u0451\u043c\u0438\u043d","url":"https:\/\/skillbox.ru\/media\/authors\/anton-semin\/"},"publisher":{"@type":"Organization","name":"Skillbox","logo":{"@type":"ImageObject","url":"https:\/\/skillbox.ru\/static\/images\/skillbox.png"}},"mainEntityOfPage":{"@type":"WebPage","url":"https:\/\/skillbox.ru\/media\/code\/ulybnites-vas-snimaet-ii-chto-takoe-umnaya-videoanalitika-i-kak-ee-primenyayut-v-biznese\/"},"datePublished":"2024-11-21T12:25:00Z","dateModified":"2024-11-26T17:02:48Z","image":{"@type":"ImageObject","url":["https:\/\/248006.selcdn.ru\/main\/iblock\/500\/50013889d3bb07ffc80c139d42482ca4\/03ff896a49057aafa38b98f07086a91b.png"]},"description":"\u041f\u043e\u0434\u043a\u0430\u0441\u0442 \u00ab\u041b\u044e\u0434\u0438 \u0438 \u043a\u043e\u0434\u00bb, \u0432\u044b\u043f\u0443\u0441\u043a \u2116129: 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