README.md

metadata

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
• Dataset Description
  • Dataset Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Homepage: Smithsonian "Education and Outreach" & "NMNH - Entomology Dept." collections here

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

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 for adding this dataset.