Datasets:
Tasks:
Image Classification
Modalities:
Text
Formats:
csv
Sub-tasks:
multi-class-classification
Size:
1K - 10K
License:
index stringlengths 7 10 | question stringclasses 1
value | answer int64 0 9 | image stringlengths 10.4k 26k |
|---|---|---|---|
image_0 | Please classify the colored galaxy image.
The specific classes are as follows:
- Disturbed Galaxies
- Merging Galaxies
- Round Smooth Galaxies
- In-between Round Smooth Galaxies
- Cigar Shaped Smooth Galaxies
- Barred Spiral Galaxies
- Unbarred Tight Spiral Galaxies
- Unbarred Loose Spiral Galaxies
- Edge-on Galaxies w... | 7 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEAAQADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... |
image_1 | Please classify the colored galaxy image.
The specific classes are as follows:
- Disturbed Galaxies
- Merging Galaxies
- Round Smooth Galaxies
- In-between Round Smooth Galaxies
- Cigar Shaped Smooth Galaxies
- Barred Spiral Galaxies
- Unbarred Tight Spiral Galaxies
- Unbarred Loose Spiral Galaxies
- Edge-on Galaxies w... | 7 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEAAQADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... |
image_2 | Please classify the colored galaxy image.
The specific classes are as follows:
- Disturbed Galaxies
- Merging Galaxies
- Round Smooth Galaxies
- In-between Round Smooth Galaxies
- Cigar Shaped Smooth Galaxies
- Barred Spiral Galaxies
- Unbarred Tight Spiral Galaxies
- Unbarred Loose Spiral Galaxies
- Edge-on Galaxies w... | 8 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEAAQADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... |
image_3 | Please classify the colored galaxy image.
The specific classes are as follows:
- Disturbed Galaxies
- Merging Galaxies
- Round Smooth Galaxies
- In-between Round Smooth Galaxies
- Cigar Shaped Smooth Galaxies
- Barred Spiral Galaxies
- Unbarred Tight Spiral Galaxies
- Unbarred Loose Spiral Galaxies
- Edge-on Galaxies w... | 8 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEAAQADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... |
image_4 | Please classify the colored galaxy image.
The specific classes are as follows:
- Disturbed Galaxies
- Merging Galaxies
- Round Smooth Galaxies
- In-between Round Smooth Galaxies
- Cigar Shaped Smooth Galaxies
- Barred Spiral Galaxies
- Unbarred Tight Spiral Galaxies
- Unbarred Loose Spiral Galaxies
- Edge-on Galaxies w... | 0 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEAAQADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... |
image_5 | Please classify the colored galaxy image.
The specific classes are as follows:
- Disturbed Galaxies
- Merging Galaxies
- Round Smooth Galaxies
- In-between Round Smooth Galaxies
- Cigar Shaped Smooth Galaxies
- Barred Spiral Galaxies
- Unbarred Tight Spiral Galaxies
- Unbarred Loose Spiral Galaxies
- Edge-on Galaxies w... | 9 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEAAQADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... |
image_6 | Please classify the colored galaxy image.
The specific classes are as follows:
- Disturbed Galaxies
- Merging Galaxies
- Round Smooth Galaxies
- In-between Round Smooth Galaxies
- Cigar Shaped Smooth Galaxies
- Barred Spiral Galaxies
- Unbarred Tight Spiral Galaxies
- Unbarred Loose Spiral Galaxies
- Edge-on Galaxies w... | 3 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEAAQADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... |
image_7 | Please classify the colored galaxy image.
The specific classes are as follows:
- Disturbed Galaxies
- Merging Galaxies
- Round Smooth Galaxies
- In-between Round Smooth Galaxies
- Cigar Shaped Smooth Galaxies
- Barred Spiral Galaxies
- Unbarred Tight Spiral Galaxies
- Unbarred Loose Spiral Galaxies
- Edge-on Galaxies w... | 2 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEAAQADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... |
image_8 | Please classify the colored galaxy image.
The specific classes are as follows:
- Disturbed Galaxies
- Merging Galaxies
- Round Smooth Galaxies
- In-between Round Smooth Galaxies
- Cigar Shaped Smooth Galaxies
- Barred Spiral Galaxies
- Unbarred Tight Spiral Galaxies
- Unbarred Loose Spiral Galaxies
- Edge-on Galaxies w... | 2 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEAAQADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... |
image_9 | Please classify the colored galaxy image.
The specific classes are as follows:
- Disturbed Galaxies
- Merging Galaxies
- Round Smooth Galaxies
- In-between Round Smooth Galaxies
- Cigar Shaped Smooth Galaxies
- Barred Spiral Galaxies
- Unbarred Tight Spiral Galaxies
- Unbarred Loose Spiral Galaxies
- Edge-on Galaxies w... | 2 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEAAQADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... |
image_10 | Please classify the colored galaxy image.
The specific classes are as follows:
- Disturbed Galaxies
- Merging Galaxies
- Round Smooth Galaxies
- In-between Round Smooth Galaxies
- Cigar Shaped Smooth Galaxies
- Barred Spiral Galaxies
- Unbarred Tight Spiral Galaxies
- Unbarred Loose Spiral Galaxies
- Edge-on Galaxies w... | 8 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEAAQADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... |
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Dataset Card for Galaxy10DECals.tsv
Dataset Description
Dataset Summary
Galaxy10DECaLS is a curated image classification dataset with 1,774 galaxy images across 10 classes. It evaluates models’ ability to classify astronomical objects based on visual features.
Dataset Details
- Image Source: All images are derived from the DESI Legacy Imaging Surveys, which encompasses three sub-surveys:
- Beijing-Arizona Sky Survey (BASS)
- DECam Legacy Survey (DECaLS)
- Mayall z-band Legacy Survey
- Label Source: Class labels are provided by Galaxy Zoo, a citizen science project focused on galaxy classification.
Dataset Sources
- Hugging Face Repository: https://huggingface.co/datasets/matthieulel/galaxy10_decals
- Official Documentation: https://astronn.readthedocs.io/en/latest/galaxy10.html
- GitHub Repository: https://github.com/henrysky/Galaxy10
Dataset Structure
Data Fields
Each entry in the dataset includes the following fields:
| Field | Type | Description |
|---|---|---|
| index | string | A unique identifier for each galaxy image entry |
| question | string | The problem statement (classification prompt) for galaxy classification |
| answer | int | (Class ID)The categorical label of the galaxy (0-9, corresponding to the 10 classes listed below) |
| image | Image | A galaxy image encoded in base64 format (None if no image is associated) |
Data Splits
The dataset is provided as a single, unified split (no separate train/validation/test partitions). All 1,774 images are included in the core dataset file.
Class Labels
| Class ID | Class Name |
|---|---|
| 0 | Disturbed Galaxies |
| 1 | Merging Galaxies |
| 2 | Round Smooth Galaxies |
| 3 | In-between Round Smooth Galaxies |
| 4 | Cigar Shaped Smooth Galaxies |
| 5 | Barred Spiral Galaxies |
| 6 | Unbarred Tight Spiral Galaxies |
| 7 | Unbarred Loose Spiral Galaxies |
| 8 | Edge-on Galaxies without Bulge |
| 9 | Edge-on Galaxies with Bulge |
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