AnimalAI: An Open-Source Web Platform for Automated Animal Activity Index Calculation Using Interactive Deep Learning Segmentation

AnimalAI: An Open-Source Web Platform for Automated Animal Activity Index Calculation Using Interactive Deep Learning Segmentation

Monitoring the activity index of animals is crucial for assessing their welfare and behavior patterns. However, traditional methods for calculating the activity index, such as pixel intensity differencing of entire frames, are found to suffer from significant interference and noise, leading to inacc...

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Bibliographic Details
Main Authors: Mahtab Saeidifar, Guoming Li, Lakshmish Macheeri Ramaswamy, Chongxiao Chen, Ehsan Asali
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Animals
Subjects:
animal behavior
deep learning
software
activity index
Online Access:https://www.mdpi.com/2076-2615/15/15/2269
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