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---
annotations_creators:
- expert-generated
language: []
language_creators: []
license:
- cc-by-nc-4.0
multilinguality: []
pretty_name: 'TD02: Urban Surface Texture Photos'
size_categories:
- n<1K
source_datasets:
- original
tags:
- texture-synthesis
- photography
- non-infringing
task_categories:
- unconditional-image-generation
task_ids: []
viewer: false
---
_The Dataset Teaser is now enabled instead! Isn't this better?_
# TD 02: Urban Surface Textures
This dataset contains multi-photo texture captures in outdoor urban scenes — many focusing on the ground and the others are walls. Each set has different photos that showcase texture variety, making them ideal for training a domain-specific image generator!
Overall information about this dataset:
* **Format** — JPEG-XL, lossless RGB
* **Resolution** — 4032 × 2268
* **Device** — mobile camera
* **Technique** — hand-held
* **Orientation** — landscape
* **Author**: Alex J. Champandard
* **Configurations**: 4K, 2K (default), 1K
To load the medium- and high-resolution images of the dataset, you'll need to install `jxlpy` from [PyPI](https://pypi.org/project/jxlpy/) with `pip install jxlpy`:
```python
# Recommended use, JXL at high-quality.
from jxlpy import JXLImagePlugin
from datasets import load_dataset
d = load_dataset('texturedesign/td02_urban-surface-textures', 'JXL@4K')
print(len(d['train']), len(d['test']))
```
The lowest-resolution images are available as PNG with a regular installation of `pillow`:
```python
# Alternative use, PNG at low-quality.
from datasets import load_dataset
d = load_dataset('texturedesign/td02_urban-surface-textures', 'PNG@1K')
# EXAMPLE: Discard all other sets except Set #1.
dataset = dataset.filter(lambda s: s['set'] == 1)
# EXAMPLE: Only keep images with index 0 and 2.
dataset = dataset.select([0, 2])
```
Use built-in dataset `filter()` and `select()` to narrow down the loaded dataset for training, or to ease with development.
## Set #1: Interlocked Paving with Mulch
* **Description**:
- grey H-shaped tiles interlocked together as the base
- brown mulch made of woodchips on top
- diffuse lighting, cloudy day
* **Number of Photos**:
- 18 train
- 5 test
* **Size**: 222 Mb
## Set #2: Outdoor Parking Area
* **Description**:
- diamond shape concrete floor tiles
- grass growing in the middle part
- sunny day, shadows and sunlight
* **Number of Photos**:
- 19 train
- 6 test
* **Size**: 270 Mb
## Set #3: Red Brick Wall Cliché
* **Description**:
- red brick wall with dark grey mortar
- signs of weathering and black splashes
- cloudy day, diffuse lighting
* **Number of Photos**:
- 10 train
- 4 test
* **Size**: 100 Mb
## Set #4: Not Asphalt, Sparkling Bitumen
* **Description**:
- asphalt with sparkeling gravel sticking out
- sunny day, strong light from right
* **Number of Photos**:
- 5 train
- 2 test
* **Size**: 65 Mb
## Set #5: Under The Dallage? Oui.
* **Description**:
- grey floor tiles of different square and rectangular shape
- cloudy day, diffuse lighting
* **Number of Photos**:
- 11 train
- 4 test
* **Size**: 103 Mb
## Set #6: Cracked Road and Scattered Gravel
* **Description**:
- asphalt road with cracks at varying scales
- occasionally gravel scattered around
- sunny day, varied lighting and soft shadows
* **Number of Photos**:
- 27 train
- 7 test
* **Size**: 281 Mb
## Set #7: Funky Grey/Red Brick Wall
* **Description**:
- red brick wall with grey mortar
- cool weathering patterns on the bricks, cement marks
- diffuse light from above
* **Number of Photos**:
- 6 train
- 2 test
* **Size**: 52 Mb
## Set #8: Corrugated Metal Wall
* **Description**:
- corrugated metal wall used on a construction site
- no significant effects from lighting
* **Number of Photos**:
- 6 train
- 2 test
* **Size**: 37 Mb
## Set #9: Colorful Aligned Paving Stones
* **Description**:
- square or rectangular pavement stones with rounded corners
- variety of different colors, dark gaps between
- neutral lighting in the shade
* **Number of Photos**:
- 5 train
- 1 test
* **Size**: 46 Mb
## Set #10: Fancy Footpath Concrete
* **Description**:
- fancy-looking concrete path in the park
- long straight gaps between the tiles
- strong sunlight from the left side
* **Number of Photos**:
- 11 train
- 4 test
* **Size**: 137 Mb
## Set #11: Asphalt Slowly Turning Green
* **Description**:
- dirty asphalt with darker patches
- cloudy day, diffuse lighting
* **Number of Photos**:
- 9 train
- 2 test
* **Size**: 95 Mb
## Set #12: Clay Tiles on Old Patio
* **Description**:
- clay tiles in grey cement
- drops of white dirt and rusty patches
- diffuse lighting in the shade
* **Number of Photos**:
- 8 train
- 2 test
* **Size**: 64.6 Mb
## Set #13: Brown Shed Wooden Planks
* **Description**:
- beige wooden planks with dark knots
- outside wall of a brown shed
- diffuse lighting in the shade
* **Number of Photos**:
- 5 train
- 1 test
* **Size**: 31.5 Mb
## Set #14: Hexagonal Plastic Grid for White Gravel
* **Description**:
- plastic grid, both white and black, with hexagonal tiles
- white decorative gravel within the alcoves
- areas mostly in the shade and more with the sun
* **Number of Photos**:
- 8 train
- 2 test
* **Size**: 87.5 Mb
## Set #15: Blue-Painted Wooden Shutters
* **Description**:
- blue-painted outdoor shutters made of wood
- weathered paint that's cracking and new-looking parts
- metal bars partly rusty, some well preserved
- diffuse lighting in the shade
* **Number of Photos**:
- 10 train
- 2 test
* **Size**: 42.7 Mb
## Set #16: Weathered Sand-Blasted Concrete Wall
* **Description**:
- concrete wall with a sand-blasted texture
- weathering that includes mold, water stains, broken concrete
- diffuse lighting in the shade
* **Number of Photos**:
- 10 train
- 2 test
* **Size**: 112.2 Mb
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