Datasetpublic

gremlin97/domarks16k

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:… See the full description on the dataset page: https://huggingface.co/datasets/gremlin97/domarks16k.

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Dataset Card

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

python

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
}