Datasets:
Tasks:
Image Classification
Formats:
parquet
Sub-tasks:
multi-label-image-classification
Languages:
English
Size:
1K - 10K
License:
| 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. |