In this study, we proposed a method for detecting mounting behavior in dairy cattle using the geometric and optical flow characteristics of identified image ...
In cattle, systems have been developed to monitor agonistic behaviors based on sensors (Foris et al., 2019), while image-based technologies can monitor mounting ...
Oct 13, 2023 · In addition, the geometric and optical flow features in the video could be analyzed to determine whether the cow is mounting. Chung et al.
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This paper proposes the identification of cattle mating posture based on video inputs for prompt estrus detection using a deep learning-based object detection ...
Aug 12, 2024 · A new video based multi behavior dataset for cows, CBVD-5, is introduced in this paper. The dataset includes five cow behaviors: standing, lying down, foraging ...
This study proposed a Cow-YOLO model to detect cows mounting behavior. To meet the needs of real-time performance, YOLOv5s model is used as the baseline model.
We use a side-view video camera and apply computer vision techniques to detect mounting behavior. In particular, we extract motion information to select a ...
Aug 30, 2022 · This paper proposes a cow estrus behavior detection method based on the improved YOLOv5. By improving the YOLOv5 model, it has stronger detection ability for ...
Dec 13, 2023 · The proposed method integrates estrus period detection with cow identification using augmented reality (AR). It initiates deep learning-based mounting ...
AbstractTo improve the detection speed of cow mounting behavior and the lightness of the model in dense scenes, this study proposes a lightweight rapid ...