Adltformer Team-Training with Detr: Enhancing Cattle Detection in Non-Ideal Lighting Conditions Through Adaptive Image Enhancement

Adltformer Team-Training with Detr: Enhancing Cattle Detection in Non-Ideal Lighting Conditions Through Adaptive Image Enhancement

This study proposes an image enhancement detection technique based on Adltformer (Adaptive dynamic learning transformer) team-training with Detr (Detection transformer) to improve model accuracy in suboptimal conditions, addressing the challenge of detecting cattle in real pastures under complex lig...

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Bibliographic Details
Main Authors: Zhiqiang Zheng, Mengbo Wang, Xiaoyu Zhao, Zhi Weng
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Animals
Subjects:
low light
cattle detection
image synthesis
image enhancement
team-training
Online Access:https://www.mdpi.com/2076-2615/14/24/3635
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https://www.mdpi.com/2076-2615/14/24/3635

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