Accurate orange yield estimation using a novel dataset, fine-tuned deep learning models, and vision-LLM benchmarking.
- DOI
- 10.1038/s41598-026-61064-x
- Published
- 2026 Jul 10
- Container
- Scientific reports
- Publisher
- Not recorded
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1038/s41598-026-61064-x,
title = {Accurate orange yield estimation using a novel dataset, fine-tuned deep learning models, and vision-LLM benchmarking.},
author = {Akram QUA and Ramzan Z and Ali W and Din I and Dilawar M and Trabelsi Z},
year = {2026},
journal = {Scientific reports},
doi = {10.1038/s41598-026-61064-x},
url = {https://doi.org/10.1038/s41598-026-61064-x}
}RIS
TY - JOUR TI - Accurate orange yield estimation using a novel dataset, fine-tuned deep learning models, and vision-LLM benchmarking. AU - Akram QUA AU - Ramzan Z AU - Ali W AU - Din I AU - Dilawar M AU - Trabelsi Z PY - 2026 JO - Scientific reports DO - 10.1038/s41598-026-61064-x UR - https://doi.org/10.1038/s41598-026-61064-x ER -
APA
QUA, A., Z, R., W, A., I, D., M, D., & Z, T. (2026). Accurate orange yield estimation using a novel dataset, fine-tuned deep learning models, and vision-LLM benchmarking.. Scientific reports. https://doi.org/10.1038/s41598-026-61064-x
Source records
- pubmed · retrieved 2026-09-26T11:48:59.099Z