Jian Zhang [] 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

Linhui Dai [] 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