"Industrial Cheese Production Workers Dataset for Person Detection"
收藏DataCite Commons2026-03-12 更新2026-05-03 收录
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https://ieee-dataport.org/documents/industrial-cheese-production-workers-dataset-person-detection
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资源简介:
"This dataset contains images of workers captured in industrial cheese production environments for computer vision research. The dataset is designed for person detection tasks in food production facilities and industrial environments.The images were collected in real operational conditions inside dairy processing plants where workers interact with production lines, machinery, and processing equipment used in cheese manufacturing. The dataset reflects real-world industrial scenarios including variations in lighting conditions, camera viewpoints, worker poses, partial occlusions, and background complexity.The main purpose of this dataset is to support research in computer vision and machine learning methods for automated monitoring of workers in food production environments.The dataset is annotated in YOLO object detection format and includes bounding box annotations for the following class:- personThis dataset was created as part of the research project:\"Automated Monitoring of Personal Protective Equipment Usage using Computer Vision and Transfer Learning in Dairy Production Plants\"conducted within the Master's Program in Computer Science at Universidad Austral de Chile.Potential applications include:\u2022 worker detection in industrial environments \u2022 industrial monitoring systems \u2022 automated safety monitoring \u2022 transfer learning experiments \u2022 benchmarking object detection algorithms such as YOLO, Detectron2, and transformer-based detectorsThe dataset aims to facilitate research in computer vision for industrial automation and food production monitoring."
提供机构:
IEEE DataPort
创建时间:
2026-03-12



