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Experimental Design of Steel Surface Defect Detection Based on MSFE-YOLO—An Improved YOLOV5 Algorithm with Multi-Scale Feature Extraction
Research article (Electronics, 2024) · cited 14× · AI/ML
Experimental Design of Steel Surface Defect Detection Based on MSFE-YOLO—An Improved YOLOV5 Algorithm with Multi-Scale Feature Extraction
Summary
Experimental Design of Steel Surface Defect Detection Based on MSFE-YOLO—An Improved YOLOV5 Algorithm with Multi-Scale Feature Extraction is a scholarly article[1].
Key Facts
Experimental Design of Steel Surface Defect Detection Based on MSFE-YOLO—An Improved YOLOV5 Algorithm with Multi-Scale Feature Extraction's An Improved YOLOV5 Algorithm with Multi-Scale Feature Extraction — instance of is recorded as scholarly article[2].
References
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Experimental Design of Steel Surface Defect Detection Based on MSFE-YOLO—An Improved YOLOV5 Algorithm with Multi-Scale Feature Extraction. Retrieved May 24, 2026, from https://4ort.xyz/entity/experimental-design-of-steel-surface-defect-detection-based-on-msfe-yoloan-improved-yolov5-algorithm-with-multi-scale-fe
MLA“Experimental Design of Steel Surface Defect Detection Based on MSFE-YOLO—An Improved YOLOV5 Algorithm with Multi-Scale Feature Extraction.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/experimental-design-of-steel-surface-defect-detection-based-on-msfe-yoloan-improved-yolov5-algorithm-with-multi-scale-fe.
BibTeX@misc{4ortxyz_experimental-design-of-steel-surface-defect-detection-based-on-msfe-yoloan-improved-yolov5-algorithm-with-multi-scale-fe_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Experimental Design of Steel Surface Defect Detection Based on MSFE-YOLO—An Improved YOLOV5 Algorithm with Multi-Scale Feature Extraction}}, year = {2026}, url = {https://4ort.xyz/entity/experimental-design-of-steel-surface-defect-detection-based-on-msfe-yoloan-improved-yolov5-algorithm-with-multi-scale-fe}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Experimental Design of Steel Surface Defect Detection Based on MSFE-YOLO—An Improved YOLOV5 Algorithm with Multi-Scale Feature Extraction — https://4ort.xyz/entity/experimental-design-of-steel-surface-defect-detection-based-on-msfe-yoloan-improved-yolov5-algorithm-with-multi-scale-fe (retrieved 2026-05-24)
