Research

Datasets

Locally collected, industry-grounded durian data — the foundation of every model.

Primary Field Dataset — Puyat Durian

Unique fruits	1,216
Harvest rounds	4 (August 2024 – April 2025)
Modalities	RGB images, acoustic recordings, fruit/postharvest metadata
Grades	Class A (export/Premium Grade), Class B (Grade I), Class C (Grade II) — PNS/BAFPS-aligned
Status	Collection described in the Terminal Report; public release under review

Structured Multimodal Collection — Belviz Farms

Unique fruits	189
RGB images	1,134
Thermal images	1,134
Multispectral montages	189 (8 NIR bands, 720–980 nm)
Acoustic recordings	~378
Status	Published on Zenodo — open access · CC BY 4.0 · February 2026
Download	doi.org/10.5281/zenodo.18603796 ↗

Access: the 189-fruit Belviz multimodal collection is publicly available on Zenodo (open access, CC BY 4.0) via the link above. The 1,216-fruit primary field dataset remains under review by project leadership — academic and research inquiries are welcome; please contact the team with your intended use.

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