Method for Preprocessing Video Data for Training Deep-Learning Models for Identifying Behavioral Events in Bio-Objects

Method for Preprocessing Video Data for Training Deep-Learning Models for Identifying Behavioral Events in Bio-Objects

Monitoring moving bio-objects is currently of great interest for both fundamental and practical research. The advent of deep-learning algorithms has made it possible to automate the qualitative and quantitative analysis of the behavior of bio-objects recorded in video format. When processing such da...

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Bibliographic Details
Main Authors: Marina Barulina, Alexander Andreev, Ilya Kovalenko, Ilya Barmin, Eduard Titov, Danil Kirillov
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Mathematics
Subjects:
deep-learning models
video data preprocessing
pose reflection
moving bio-objects
data-preprocessing method
Online Access:https://www.mdpi.com/2227-7390/12/24/3978
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