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Enhanced machine vision system for field-based detection of pickable strawberries: Integrating an advanced two-step deep learning model merging improved YOLOv8 and YOLOv5-cls
Research article (Computers and Electronics in Agriculture, 2025) · cited 10× · AI/ML
Enhanced machine vision system for field-based detection of pickable strawberries: Integrating an advanced two-step deep learning model merging improved YOLOv8 and YOLOv5-cls
Summary
Enhanced machine vision system for field-based detection of pickable strawberries: Integrating an advanced two-step deep learning model merging improved YOLOv8 and YOLOv5-cls is a scholarly article[1].
Key Facts
Enhanced machine vision system for field-based detection of pickable strawberries: Integrating an advanced two-step deep learning model merging improved YOLOv8 and YOLOv5-cls's 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). Enhanced machine vision system for field-based detection of pickable strawberries: Integrating an advanced two-step deep learning model merging improved YOLOv8 and YOLOv5-cls. Retrieved May 24, 2026, from https://4ort.xyz/entity/enhanced-machine-vision-system-for-field-based-detection-of-pickable-strawberries-integrating-an-advanced-two-step-deep-
MLA“Enhanced machine vision system for field-based detection of pickable strawberries: Integrating an advanced two-step deep learning model merging improved YOLOv8 and YOLOv5-cls.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/enhanced-machine-vision-system-for-field-based-detection-of-pickable-strawberries-integrating-an-advanced-two-step-deep-.
BibTeX@misc{4ortxyz_enhanced-machine-vision-system-for-field-based-detection-of-pickable-strawberries-integrating-an-advanced-two-step-deep-_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Enhanced machine vision system for field-based detection of pickable strawberries: Integrating an advanced two-step deep learning model merging improved YOLOv8 and YOLOv5-cls}}, year = {2026}, url = {https://4ort.xyz/entity/enhanced-machine-vision-system-for-field-based-detection-of-pickable-strawberries-integrating-an-advanced-two-step-deep-}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Enhanced machine vision system for field-based detection of pickable strawberries: Integrating an advanced two-step deep learning model merging improved YOLOv8 and YOLOv5-cls — https://4ort.xyz/entity/enhanced-machine-vision-system-for-field-based-detection-of-pickable-strawberries-integrating-an-advanced-two-step-deep- (retrieved 2026-05-24)
