research
Three Labeled Days Estimated Salmon Freshness
A few-shot hyperspectral model reached a 1.58-day mean error on unseen fillets in a 16-day dataset.
Summary
A few-shot hyperspectral model reached a 1.58-day mean error on unseen fillets in a 16-day dataset.
With three labeled days per fillet, the ordinal model reported 72.3 percent accuracy within two days. The test was a controlled hyperspectral dataset and estimates storage age, not food safety or edibility.
Why it matters
A few-shot hyperspectral model reached a 1.58-day mean error on unseen fillets in a 16-day dataset.
Limits and context
- The test was a controlled hyperspectral dataset and estimates storage age, not food safety or edibility.
Key claims
A few-shot hyperspectral model reached a 1.58-day mean error on unseen fillets in a 16-day dataset.
Qualification: The test was a controlled hyperspectral dataset and estimates storage age, not food safety or edibility.
Evidence: source-2026-08-13-019
Sources
- arXiv preprint 2608.12230arXiv · primary research
Corrections
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