Datasetpublic

gremlin97/domars16k

domars16k 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: 2025-05-12 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: 1639 images test: 234 images val:… See the full description on the dataset page: https://huggingface.co/datasets/gremlin97/domars16k.

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Dataset Card

domars16k

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: 2025-05-12
—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: 1639 images
—test: 234 images
—val: 469 images
—few_shot_train_2_shot: 30 images
—few_shot_train_1_shot: 2 images
—few_shot_train_10_shot: 150 images
—few_shot_train_5_shot: 75 images
—few_shot_train_15_shot: 225 images
—few_shot_train_20_shot: 300 images
—partition_train_0.01x_partition: 15 images
—partition_train_0.02x_partition: 30 images
—partition_train_0.50x_partition: 753 images
—partition_train_0.20x_partition: 301 images
—partition_train_0.05x_partition: 75 images
—partition_train_0.10x_partition: 151 images
—partition_train_0.25x_partition: 377 images

Few-shot Splits

This dataset includes the following few-shot training splits:

—few_shot_train_2_shot: 30 images
—few_shot_train_1_shot: 2 images
—few_shot_train_10_shot: 150 images
—few_shot_train_5_shot: 75 images
—few_shot_train_15_shot: 225 images
—few_shot_train_20_shot: 300 images

Few-shot configurations:

—2_shot.csv
—1_shot.json
—1_shot.csv
—10_shot.csv
—5_shot.csv
—15_shot.csv
—10_shot.json
—20_shot.csv
—2_shot.json
—15_shot.json
—20_shot.json
—5_shot.json

Partition Splits

This dataset includes the following training data partitions:

—partition_train_0.01x_partition: 15 images
—partition_train_0.02x_partition: 30 images
—partition_train_0.50x_partition: 753 images
—partition_train_0.20x_partition: 301 images
—partition_train_0.05x_partition: 75 images
—partition_train_0.10x_partition: 151 images
—partition_train_0.25x_partition: 377 images

Usage

python

from datasets import load_dataset

dataset = load_dataset("gremlin97/domars16k")

Format

Each example in the dataset has the following format:

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