Datasetpublic

gremlin97/crater_multi_segmentation

crater_multi_segmentation A segmentation dataset for planetary science applications. Dataset Metadata License: CC-BY-4.0 (Creative Commons Attribution 4.0 International) Version: 1.0 Date Published: 2025-05-11 Cite As: TBD Classes This dataset contains the following classes: 0: Background 1: Other 2: Layered 3: Buried 4: Secondary Directory Structure The dataset follows this structure: dataset/ ├── train/ │ ├── images/ #… See the full description on the dataset page: https://huggingface.co/datasets/gremlin97/crater_multi_segmentation.

sourceHugging Facecc-by-4.0updated 1y agoView on Hugging Face

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cratermultisegmentation

A segmentation dataset for planetary science applications.

Dataset Metadata

—License: CC-BY-4.0 (Creative Commons Attribution 4.0 International)
—Version: 1.0
—Date Published: 2025-05-11
—Cite As: TBD

Classes

This dataset contains the following classes:

—0: Background
—1: Other
—2: Layered
—3: Buried
—4: Secondary

Directory Structure

The dataset follows this structure:

dataset/
  ├── train/
  │   ├── images/  # Image files
  │   └── masks/   # Segmentation masks
  ├── val/
  │   ├── images/  # Image files
  │   └── masks/   # Segmentation masks
  ├── test/
  │   ├── images/  # Image files
  │   └── masks/   # Segmentation masks

Statistics

—train: 3600 images
—val: 900 images
—test: 900 images

Usage

python

from datasets import load_dataset

dataset = load_dataset("gremlin97/crater_multi_segmentation")

Format

Each example in the dataset has the following format:

{
  'image': Image(...),      # PIL image
  'mask': Image(...),       # PIL image of the segmentation mask
  'width': int,             # Width of the image
  'height': int,            # Height of the image
  'class_labels': [str,...] # List of class names present in the mask
}