domarks16k

A Mars image classification dataset for planetary science research.

Dataset Metadata

• License: CC-BY-4.0 (Creative Commons Attribution 4.0 International)
• Version: 1.0
• Date Published: 2025-05-09
• Cite As: TBD

Classes

This dataset contains the following classes:

• 0: aec
• 1: ael
• 2: cli
• 3: cra
• 4: fse
• 5: fsf
• 6: fsg
• 7: fss
• 8: mix
• 9: rid
• 10: rou
• 11: sfe
• 12: sfx
• 13: smo
• 14: tex

Statistics

• train: 11305 images
• test: 1614 images
• val: 3231 images
• few_shot_train_5_shot: 75 images
• partition_train_0.02x: 225 images

Few-shot Splits

This dataset includes the following few-shot training splits:

• few_shot_train_5_shot: 75 images

Few-shot configurations:

• 5_shot.json

Partition Splits

This dataset includes the following training data partitions:

• partition_train_0.02x: 225 images

Usage

from datasets import load_dataset

dataset = load_dataset("gremlin97/domarks16k")

Format

Each example in the dataset has the following format:

{
  'image': Image(...),  # PIL image
  'label': int,         # Class label
}