PKU-Market-Phone Mobile Phone Screen Surface Defect Segmentation Dataset

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PKU-Market-Phone was published by researchers from Peking University in 2022.FDSNeT: An Accurate Real-Time Surface Defect Segmentation Network".

The dataset contains 3 types of surface defects: oil stains, scratches, and spots. There are 400 images of each type of defect, for a total of 1,200 images. The defects were created by the research team to simulate an industrial environment. The images were collected by an industrial camera with a resolution of 1920×1080. The dataset is divided into training: validation: test = 6:2:2. The dataset format uses PASCAL VOC.