Этот курс научит вас строить сверточные нейронные сети и использовать их для обработки изображений. Благодаря глубокому обучению машинное зрение сегодня работает намного лучше, чем всего лишь два года назад, и это позволяет использовать его в самых разных отраслях, начиная от безопасного автономного вождения и точного распознавания лиц и заканчивая автоматической интерпретацией рентгеновских снимков.
Сверточные нейронные сети
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
20 hours to complete
3 weeks at 6 hours a week
Flexible schedule
Learn at your own pace
Skills you'll gain
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
4 assignments
Taught in Russian
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There are 4 modules in this course
Вы научитесь использовать базовые слои сверточных нейронных сетей (субдискретизирующие и сверточные) и правильно укладывать их в глубокую сеть для решения задач по многоклассовой классификации изображений.
What's included
12 videos4 readings1 assignment2 programming assignments2 ungraded labs
Знакомство с практическими приемами и методами, описанными в научных работах по глубоким сверточным нейросетям
What's included
11 videos1 reading1 assignment1 programming assignment2 ungraded labs
Получение навыков применения знаний о сверточных нейронных сетях к одной из самых сложных, но актуальных областей машинного зрения: обнаружению объектов.
What's included
10 videos2 readings1 assignment1 programming assignment1 ungraded lab
Узнайте, как сверточные нейронные сети могут применяться в различных областях, включая построение изображений и распознавание лиц. Реализуйте свой собственный алгоритм для построения изображения и распознавания лиц!
What's included
11 videos3 readings1 assignment2 programming assignments2 ungraded labs
Offered by
Recommended if you're interested in Machine Learning
Coursera Project Network
University of Virginia
Macquarie University
University of California, Irvine
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