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Using an improved lightweight YOLOv8 model for real-time detection of multi-stage apple fruit in complex orchard environments
Research article (Artificial Intelligence in Agriculture, 2024) · cited 100× · AI/ML
Using an improved lightweight YOLOv8 model for real-time detection of multi-stage apple fruit in complex orchard environments
Summary
Using an improved lightweight YOLOv8 model for real-time detection of multi-stage apple fruit in complex orchard environments is a scholarly article[1].
Key Facts
Using an improved lightweight YOLOv8 model for real-time detection of multi-stage apple fruit in complex orchard environments'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). Using an improved lightweight YOLOv8 model for real-time detection of multi-stage apple fruit in complex orchard environments. Retrieved May 24, 2026, from https://4ort.xyz/entity/using-an-improved-lightweight-yolov8-model-for-real-time-detection-of-multi-stage-apple-fruit-in-complex-orchard-environ
MLA“Using an improved lightweight YOLOv8 model for real-time detection of multi-stage apple fruit in complex orchard environments.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/using-an-improved-lightweight-yolov8-model-for-real-time-detection-of-multi-stage-apple-fruit-in-complex-orchard-environ.
BibTeX@misc{4ortxyz_using-an-improved-lightweight-yolov8-model-for-real-time-detection-of-multi-stage-apple-fruit-in-complex-orchard-environ_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Using an improved lightweight YOLOv8 model for real-time detection of multi-stage apple fruit in complex orchard environments}}, year = {2026}, url = {https://4ort.xyz/entity/using-an-improved-lightweight-yolov8-model-for-real-time-detection-of-multi-stage-apple-fruit-in-complex-orchard-environ}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Using an improved lightweight YOLOv8 model for real-time detection of multi-stage apple fruit in complex orchard environments — https://4ort.xyz/entity/using-an-improved-lightweight-yolov8-model-for-real-time-detection-of-multi-stage-apple-fruit-in-complex-orchard-environ (retrieved 2026-05-24)
