Face recognition (распознавание лиц). Обзор технологии и инструментов
Распознавание лиц (Face Recognition - англ.) - это одни из наиболее перспективных методов биометрической бесконтактной идентификации человека по лицу. В этом вебинаре подробнее расскажем:
- Основное применение технологии распознавании лиц в аудите
- Как это работает?
- Этапы распознавания лица:
Detector – Алгоритм Виолы-Джонса, CNN (сверточные нейронные сети), HOG (Historam of Oriented Gradients)
Vectorizer – Dlib, FaceNet (Google)
Search (Эвклидово расстояние)
- Обзор open-source инструментов для распознования лиц: openCV, DLib, MTCNN, Facenet
- Как можно хранить дескрипторы
- Полезные ссылки по Face recognition.
Материалы презентации
Подробные ответы на вопросы во время вебинара здесь:
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