尺寸偏差图像数据集

该数据为工业工具存在尺寸偏差状态下的图像集合，涵盖扳手、螺栓、轴承、齿轮等 20 + 类常用工具的偏差规格样本。通过高精度图像采集与实际尺寸测量，标注出偏差的类型（如长度偏差、宽度偏差等）和偏差值，用于训练尺寸检测模型识别工具的尺寸偏差情况，可快速检测和量化工具的尺寸偏差，为工业质检中的尺寸不合格判断提供数据支撑。This dataset is a collection of images of industrial tools with dimensional deviations, covering deviation specification samples for more than 20 categories of commonly used tools such as wrenches, bolts, bearings, gears, and others. Through high-precision image acquisition and actual dimensional measurement, the types of deviations (such as length deviation, width deviation, etc.) and specific deviation values have been annotated. This dataset is designed for training dimensional detection models to recognize the dimensional deviation states of industrial tools, facilitating rapid detection and quantification of tool dimensional deviations, and offering data support for determining dimensional non-conformity in industrial quality inspection.

搜集汇总

背景与挑战

背景概述

该数据集是一个工业工具尺寸偏差图像集合，涵盖20多类常用工具的偏差样本，通过高精度图像采集和实际测量标注偏差类型和值，用于训练检测模型快速识别和量化尺寸偏差，为工业质检提供数据支撑。