Datasets:
Tasks:
Image Classification
Formats:
parquet
Sub-tasks:
multi-label-image-classification
Languages:
English
Size:
1K - 10K
License:
File size: 4,522 Bytes
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---
annotations_creators:
- expert-generated
language:
- en
language_creators:
- expert-generated
license:
- cc0-1.0
multilinguality:
- monolingual
pretty_name: Smithsonian Butterflies
size_categories:
- n<1K
source_datasets:
- original
task_categories:
- image-classification
task_ids:
- multi-label-image-classification
---
# Dataset Card for [Smithsonian Butterflies]
## Table of Contents
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** Smithsonian "Education and Outreach" & "NMNH - Entomology Dept." collections [here](https://collections.si.edu/search/results.htm?q=butterfly&view=list&fq=online_media_type%3A%22Images%22&fq=topic%3A%22Insects%22&fq=data_source%3A%22NMNH+-+Entomology+Dept.%22&media.CC0=true&dsort=title&start=0)
### Dataset Summary
High-res images from Smithsonian "Education and Outreach" & "NMNH - Entomology Dept." collections. Crawled
### Supported Tasks and Leaderboards
Includes metadata about the scientific name of butterflies, but there maybe missing values. Might be good for classification.
### Languages
English
## Dataset Structure
### Data Instances
# Example data
```
{'image_url': 'https://ids.si.edu/ids/deliveryService?id=ark:/65665/m3b3132f6666904de396880d9dc811c5cd',
'image_alt': 'view Aholibah Underwing digital asset number 1',
'id': 'ark:/65665/m3b3132f6666904de396880d9dc811c5cd',
'name': 'Aholibah Underwing',
'scientific_name': 'Catocala aholibah',
'gender': None,
'taxonomy': 'Animalia, Arthropoda, Hexapoda, Insecta, Lepidoptera, Noctuidae, Catocalinae',
'region': None,
'locality': None,
'date': None,
'usnm_no': 'EO400317-DSP',
'guid': 'http://n2t.net/ark:/65665/39b506292-715f-45a7-8511-b49bb087c7de',
'edan_url': 'edanmdm:nmnheducation_10866595',
'source': 'Smithsonian Education and Outreach collections',
'stage': None,
'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=2000x1328 at 0x7F57D0504DC0>,
'image_hash': '27a5fe92f72f8b116d3b7d65bac84958',
'sim_score': 0.8440760970115662}
```
### Data Fields
sim-score indicates clip score for "pretty butterfly". This is to eliminate non-butterfly images(just id card images etc)
### Data Splits
No specific split exists.
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed]
Crawled from "Education and Outreach" & "NMNH - Entomology Dept." collections found online [here](https://collections.si.edu/search/results.htm?q=butterfly&view=list&fq=online_media_type%3A%22Images%22&fq=topic%3A%22Insects%22&fq=data_source%3A%22NMNH+-+Entomology+Dept.%22&media.CC0=true&dsort=title&start=0)
#### Who are the source language producers?
[More Information Needed]
### Annotations
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
Doesn't include all butterfly species ## Additional Information
### Dataset Curators
Smithsonian "Education and Outreach" & "NMNH - Entomology Dept." collections
### Licensing Information
Only results marked: CC0
### Citation Information
[More Information Needed]
### Contributions
Thanks to [@cceyda](https://github.com/cceyda) for adding this dataset. |