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diodes and transistors. Existing solutions often struggle with accuracy and speed, leading to increased production costs and product failures. This dataset aims to address the need for a reliable inspection tool by providing a comprehensive collection of images for training machine learning models. The data is collected using high-resolution cameras in controlled environments, ensuring clarity and precision. Quality control measures include multi-round annotations, consistency checks, and expert reviews to guarantee data integrity. The dataset is organized in JPG format, with images labeled for easy accessibility. \nThe core advantages of this dataset include high-quality annotations with over 95% accuracy, innovative data augmentation techniques that enhance model robustness, and significant application value, as it can reduce inspection time by up to 30% and improve defect detection rates by 40%. These metrics demonstrate the dataset's capacity to elevate performance in industrial quality control tasks.","2025-08-28 13:43:58","2026-10-19 18:08:22","0.00",639,15000,0,"Diode Detection Dataset,Transistor Inspection Data,Industrial Quality Control Dataset","A comprehensive dataset for diode and transistor detection, aimed at improving industrial quality control.","JPG\u002FPNG\u002FJSON","3.5G","Component Inspection,Quality Control","Object Detection,Classification","V1.0","sample\u002F173\u002F8dcf5756abb83157293ca081878aa903.zip","records","https:\u002F\u002Fstatic.mobiusi.com\u002Fmanual_sorting_data\u002F20250826\u002Fe59a2c2b48e35aa4bcf9630219298961.png?Expires=1792459867&OSSAccessKeyId=LTAI5tH8MQqhgeiAtrzCHrxM&Signature=6v%2BJFs98mS3Iod%2FUAzkcdJNLV00%3D&x-oss-process=image%2Fresize%2Cm_fill%2Cw_500%2Ch_250",[586,591,594,599,604,609,614,619,625,630],{"id":574,"name":587,"field":588,"intro":589,"type":590},"File Name","file_name","File 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surface, which may include scratches, stains, etc.",{"id":620,"name":621,"field":622,"intro":623,"type":624},2036,"Label Visibility","label_visibility","Whether the printed labels or text on the components can be seen clearly.","boolean",{"id":626,"name":627,"field":628,"intro":629,"type":590},2037,"Pin Condition","lead_condition","Description of the condition of the component pins, such as bending, breaking, oxidation, etc.",{"id":631,"name":632,"field":633,"intro":634,"type":590},2038,"Size and Shape","size_and_shape","Description of the size and shape of the component, used to check if specifications are met.",[636,640,644,648,652],{"id":637,"question":638,"answer":639},990,"What types of images are included in the Diode and Transistor Detection Dataset?","The dataset includes images used for detecting diodes and transistors, primarily for object detection in industrial applications.",{"id":641,"question":642,"answer":643},991,"What industrial applications can the Diode and 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