Datasets › Intel Image Classification
Intel Image Classification
Context This is image data of Natural Scenes around the world.
Content This Data contains around 25k images of size 150x150 distributed under 6 categories. {'buildings' -> 0, 'forest' -> 1, 'glacier' -> 2, 'mountain' -> 3, 'sea' -> 4, 'street' -> 5 }
The Train, Test and Prediction data is separated in each zip files. There are around 14k images in Train, 3k in Test and 7k in Prediction. This data was initially published on https://datahack.analyticsvidhya.com by Intel to host a Image classification Challenge.
Acknowledgements Thanks to https://datahack.analyticsvidhya.com for the challenge and Intel for the Data
Photo by Jan Böttinger on Unsplash
Inspiration Want to build powerful Neural network that can classify these images with more accuracy.
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 | ||||
|---|---|---|---|---|---|---|
| Image Classification | Intel Image Classification | ResNet-18 + Vision Eagle Attention Accuracy 92.43 | Vision Eagle Attention: a new lens for advancing image... | MahmudulHasan11085/Vision-Eagle-Attention | 2 | Compare |
| Image Augmentation | Intel Image Classification | Augstatic Balanced Accuracy 0 | AugStatic - A Light-Weight Image Augmentation Library | avs-abhishek123/AugStatic | 1 | Compare |
Papers archive 2025-07-28
2 shown of 2 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 5. 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 | |||
|---|---|---|---|---|
| Vision Eagle Attention: a new lens for advancing image classification | 1 | 2 | 15 Nov 2024 | not harvested |
| AugStatic - A Light-Weight Image Augmentation Library | 1 | 1 | 1 May 2022 | 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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Intel Image Classification
1 variant name, as the archive lists them.
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