neu-det
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This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.
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May 22, 2021 - Jupyter Notebook
A collection of public datasets for surface metal defects detection task. Source, and roboflow (ready to use) links are included.
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Nov 13, 2022
The first to adopt the YOLOF model on a metal defect NEU-DET dataset. Using several image preprocessing methods, including Edge Detection, Denoising, Sharpening, and SR, were experimented on the metal defect NEU-DET dataset. In the proposed optimized batch size, backbone, soft efficient non-maximum sup-pression (Soft-NMS), and threshold of YOLO.
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Feb 14, 2023 - Jupyter Notebook
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