Back to datasets
Dataset assetOpen Source CommunityImage ClassificationTexture Recognition
jxie/dtd
The dataset comprises two features: images for visualisation and classification labels. There are 47 distinct categories such as banded, blotchy, braided, etc. The data are split into training, test, and validation sets, each containing 1,880 samples. The total download size is 629,310,459 bytes and the overall dataset size is 620,627,859.52 bytes.
Source
hugging_face
Created
Nov 28, 2025
Updated
Apr 1, 2023
Signals
101 views
Availability
Linked source ready
Overview
Dataset description and usage context
Dataset Overview
Dataset Features
- image: image data type.
- label: classification label data type, encompassing the following categories:
- 0: banded
- 1: blotchy
- 2: braided
- 3: bubbly
- 4: bumpy
- 5: chequered
- 6: cobwebbed
- 7: cracked
- 8: crosshatched
- 9: crystalline
- 10: dotted
- 11: fibrous
- 12: flecked
- 13: freckled
- 14: frilly
- 15: gauzy
- 16: grid
- 17: grooved
- 18: honeycombed
- 19: interlaced
- 20: knitted
- 21: lacelike
- 22: lined
- 23: marbled
- 24: matted
- 25: meshed
- 26: paisley
- 27: perforated
- 28: pitted
- 29: pleated
- 30: polka-dotted
- 31: porous
- 32: potholed
- 33: scaly
- 34: smeared
- 35: spiralled
- 36: sprinkled
- 37: stained
- 38: stratified
- 39: striped
- 40: studded
- 41: swirly
- 42: veined
- 43: waffled
- 44: woven
- 45: wrinkled
- 46: zigzagged
Dataset Splits
- train: training set, 1,880 samples, total size 226,313,270.04 bytes.
- test: test set, 1,880 samples, total size 172,035,822.0 bytes.
- validation: validation set, 1,880 samples, total size 222,278,767.48 bytes.
Dataset Size
- Download size: 629,310,459 bytes
- Total dataset size: 620,627,859.52 bytes
Need downstream help?
Pair the dataset with AI analysis and content workflows.
Once the source passes your review, move straight into summarization, transformation, report drafting, or presentation generation with the JuheAI toolchain.