Physics Laboratory Equipment Image Dataset Covering 27 Instrument Categories
收藏Figshare2025-12-19 更新2026-04-08 收录
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https://figshare.com/articles/dataset/Physics_Laboratory_Equipment_Image_Dataset_Covering_27_Instrument_Categories/30519122/1
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资源简介：
This dataset presents <b>3,590 real-world images</b> of physics laboratory apparatus captured at United International University, Dhaka, using four different camera devices. It covers <b>27 equipment classes with 7,024 high-quality annotations</b>, labeled using both bounding-box and polygon formats for geometric precision. Designed for object detection research, the dataset supports training and benchmarking of deep learning models such as <b>YOLOv8 and YOLOv11</b>, which achieved <b>mAP@50 scores of 84.4% and 84.5%</b>, respectively. Beyond research, it enables applications in laboratory safety, automated inventory management, and educational feedback systems, serving as the first open dataset dedicated to physics laboratory equipment detection.
提供机构：
Haque, Md. Sadman; Rahman, Nuha; Robin, Robiul Awoul; -, Ohidujjaman; Mehjabin, Mohima
创建时间：
2025-11-03
