Datasets › RawRipe Dataset
RawRipe Dataset (Fruit Maturity Recognition from Agricultural, Market and Automation Perspectives, IECON'21)
The dataset comprises of images of 10 types of fruits in both raw and ripe states.
The fruit-types include: apple, banana, coconut, gauva, litchi, mango, orange, papaya, pomegranate and strawberry.
The dataset can be used two solve three types classification problem:
1) raw vs ripe for a specific fruit (agricultural perspective)
2) raw vs ripe for any fruit (market perspective)
3) multi-class/label classification (automation perspective)
For more details, refer to the following paper:
Fruit Maturity Recognition from Agricultural, Market and Automation Perspectives, IECON'21
Paper link: https://ieeexplore.ieee.org/document/9589215
Please cite the paper if you use the dataset in your projects/papers.
@INPROCEEDINGS{9589215,
author={Rao Jerripothula, Koteswar and Kumar Shukla, Sarvesh and Jain, Samyak and Singh, Shudhanshu},
booktitle={IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society},
title={Fruit Maturity Recognition from Agricultural, Market and Automation Perspectives},
year={2021},
pages={1-6},
doi={10.1109/IECON48115.2021.9589215}
}
Benchmarks archive 2025-07-28
All 2 leaderboards 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 | ||||
|---|---|---|---|---|---|---|
| Fruit-type + Maturity-state Prediction (Multi-label Classification) | RawRipe Dataset | VGG16 + Logistic Regression Classification Accuracy 0.862 | Fruit Maturity Recognition from Agricultural, Market and... | — | 1 | Compare |
| Raw vs Ripe (Generic) | RawRipe Dataset | VGG16 + Logistic Regression Classification Accuracy 0.944 | Fruit Maturity Recognition from Agricultural, Market and... | — | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper 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 1. 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 Maturity Recognition from Agricultural, Market and Automation Perspectives | 0 | 2 | 10 Nov 2021 | not harvested |
Dataset loaders archive 2025-07-28
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Tasks archive 2025-07-28
License archive 2025-07-28
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Modalities archive 2025-07-28
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Languages archive 2025-07-28
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Variants archive 2025-07-28
- RawRipe Dataset
1 variant name, as the archive lists them.
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