five

HPDmobile H3 Image Zone Labels

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Figshare2021-10-21 更新2026-04-28 收录
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https://figshare.com/articles/dataset/HPDmobile_H3_Image_Zone_Labels/14368571
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Contains files for each hub and day with binary zone based occupancy, indicating if a human is present in the image (1) or not (0). These were automatically generated with the yoloV5 object detection algorithm (https://github.com/ultralytics/yolov5), and a subset was manually verified by a human. Overall for the home, the probability of an image labeled as occupied actually containing a human is 86%, and the probability of an image labeled as vacant not containing a person is 93%, based on the validated samples. Individual probabilities by hub vary from the whole house level, and can be found in the meta data file.
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2021-10-21
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