Datasets › DeepHS Fruit v2
DeepHS Fruit v2
The data set covers recordings of ripening fruit with labels of destructive measurements (fruit flesh firmness, sugar content and overall ripeness). The labels are provided within three categories (firmness, sweetness and overall ripeness). Four measurement series were performed. Besides 1018 labeled recordings, the data set contains 4671 recordings without ripeness label.
The data set contains recordings of: Avocados, Kiwis, Persimmons, Papayas, Mango
Three different hyperspectral cameras were used: Specim FX 10, INNO-SPEC Redeye 1.7, Corning microHSI 410 Vis-NIR Hyperspectral Sensor
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Hyperspectral Image-Based Fruit Ripeness Prediction | DeepHS Fruit v2 | Fruit-HSNet Overall Classification Accuracy 70.73 % | Fruit-HSNet: A Machine Learning Approach for... | — | 3 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 4. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction | 0 | 1 | 28 Feb 2025 | not harvested |
| Wavelength-aware 2D Convolutions for Hyperspectral Imaging | 1 | 1 | 5 Sep 2022 | not harvested |
| Measuring the Ripeness of Fruit with Hyperspectral Imaging and Deep Learning | 1 | 1 | 20 Apr 2021 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- DeepHS Fruit v2
1 variant name, as the archive lists them.
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