Open resources
Dataset
PKU-Market-Phone |
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| Jian Zhang [zhangjian@stu.pku.edu.cn] | Segmentation dataset for surface defects on mobile phone screens. This dataset contains three types of surface defects: oil stains, scratches, and spots. Each type of defect has 400 images, totaling 1200. Defects are manufactured by simulating industrial environments. The image is collected by an industrial camera with a resolution of 1920 × 1080。 The dataset is divided into training: validation: testing=6:2:2. The dataset format adopts PASCAL VOC. | GitHub Download |
Printed circuit board (PCB) defect dataset |
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| Linhui Dai [ddailinhui@pku.edu.cn] | This is a public synthetic PCB dataset containing 1386 images with 6 kinds of defetcs (missing hole, mouse bite, open circuit, short, spur, spurious copper) for the use of detection, classification and registration tasks. | Download |