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full-pipeline

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ShvetsMaksym42 / steel-surface-defect-detection

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Steel surface defect detection using YOLOv8m on the Severstal dataset. Full pipeline: RLE-to-bbox conversion, image tiling, stratified splitting, custom balanced sampling, and Gradio deployment on HuggingFace Spaces.

python opencv computer-vision deep-learning end-to-end pytorch kaggle deployed object-detection huggingface dataset-analysis datasets-preparation severstal ultralytics steel-defect-detection full-pipeline huggingface-spaces yolov8
  • Updated Jun 7, 2026
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