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Aug, 2023
从合成数据中学习读取模拟仪表
Learning to Read Analog Gauges from Synthetic Data
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Juan Leon-Alcazar, Yazeed Alnumay, Cheng Zheng, Hassane Trigui, Sahejad Patel...
TL;DR
该研究提出了一种计算机视觉流水线，通过一个两阶段的CNN流水线自动读取和记录模拟表盘的数据，并且在与最先进的方法进行比较时，平均误差有显著提升，相对提升了52%。
Abstract
Manually reading and logging gauge data is time inefficient, and the effort increases according to the number of gauges available. We present a
computer vision
pipeline that automates the reading of
analog gauges
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