Charmve/Surface-Defect-Detection
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
Organizes 20+ industrial surface defect datasets (steel, PCB, fabric, rail, solar panels) with direct download links alongside peer-reviewed papers from 2017 onward, enabling researchers to benchmark detection models. Addresses domain-specific challenges including small-sample learning via data augmentation and transfer learning, real-time inference constraints, and three detection granularities—classification, localization, and segmentation—tailored to factory automation workflows.
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Python
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MIT
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Last pushed
May 27, 2024
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