Strong and Weak Supervision Combined with CLIP for Water Surface Garbage Detection

Strong and Weak Supervision Combined with CLIP for Water Surface Garbage Detection

Water surface garbage has a significant impact on the protection of water environments and ecological balance, making water surface garbage object detection a critical task. Traditional supervised object detection methods require a large amount of annotated data. To address this issue, we propose a...

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Bibliographic Details
Main Authors: Yunlin Ma, Zhenxiong Chu, Hao Liu, Ye Zhang, Chengzhao Liu, Dexin Li, Wei He
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Water
Subjects:
water surface garbage detection
strong supervision
weak supervision
CLIP
feature extraction network
Online Access:https://www.mdpi.com/2073-4441/15/17/3156

Internet

https://www.mdpi.com/2073-4441/15/17/3156

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