Deformable convolution and coordinate attention for fast cattle detection

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Wenjie Yang, Jiachun Wu, Jinlai Zhang, Kai Gao, Ronghua Du, Zhuo Wu, Eksan Firkat, Dingwen Li

Published: 2023, Last Modified: 03 Oct 2024Comput. Electron. Agric. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•The DCA-YOLOv8 outperforms several SOTA object detection models.•DCA-YOLOv8 is capable of effectively dealing with various corruptions in the farm.•DCA-YOLOv8 is able to learn better interpretable features.