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Datasets:
ceyda
/
smithsonian_butterflies

Tasks:
Image Classification
Modalities:
Image
Text
Formats:
parquet
Sub-tasks:
multi-label-image-classification
Languages:
English
Size:
1K - 10K
Libraries:
Datasets
Dask
License:
Dataset card Viewer Files Community
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matched the dataset card format, wip

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README.md CHANGED
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- # Data Source
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- High-res images from Smithsonian "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)
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- License: Only CC0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- Includes metadata about the scientific name etc.! Might be also good for classifications
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  # Example data
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  ​
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  ```
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- # Processing
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- sim-score indicates clip score for "pretty butterfly". This is to eliminate non-butterfly images(just id card images etc)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ annotations_creators:
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+ - expert-generated
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+ language:
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+ - en
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+ language_creators:
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+ - expert-generated
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+ license:
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+ - cc0-1.0
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+ multilinguality:
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+ - monolingual
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+ pretty_name: Smithsonian Butterflies
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+ size_categories:
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+ - n<1K
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+ source_datasets:
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+ - original
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+ task_categories:
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+ - image-classification
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+ task_ids:
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+ - multi-label-image-classification
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+ ---
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+ # Dataset Card for [Smithsonian Butterflies]
 
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+ ## Table of Contents
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+ - [Table of Contents](#table-of-contents)
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+ - [Dataset Description](#dataset-description)
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+ - [Dataset Summary](#dataset-summary)
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+ - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
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+ - [Languages](#languages)
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+ - [Dataset Structure](#dataset-structure)
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+ - [Data Instances](#data-instances)
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+ - [Data Fields](#data-fields)
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+ - [Data Splits](#data-splits)
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+ - [Dataset Creation](#dataset-creation)
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+ - [Curation Rationale](#curation-rationale)
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+ - [Source Data](#source-data)
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+ - [Annotations](#annotations)
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+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
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+ - [Considerations for Using the Data](#considerations-for-using-the-data)
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+ - [Social Impact of Dataset](#social-impact-of-dataset)
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+ - [Discussion of Biases](#discussion-of-biases)
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+ - [Other Known Limitations](#other-known-limitations)
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+ - [Additional Information](#additional-information)
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+ - [Dataset Curators](#dataset-curators)
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+ - [Licensing Information](#licensing-information)
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+ - [Citation Information](#citation-information)
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+ - [Contributions](#contributions)
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+ ## Dataset Description
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+ - **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)
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+
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+ ### Dataset Summary
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+
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+ High-res images from Smithsonian "Education and Outreach" & "NMNH - Entomology Dept." collections. Crawled
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+
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+ ### Supported Tasks and Leaderboards
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+
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+ Includes metadata about the scientific name of butterflies, but there maybe missing values. Might be good for classification.
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+
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+ ### Languages
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+
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+ English
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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  # Example data
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  ​
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  ```
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+ ### Data Fields
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+
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+ sim-score indicates clip score for "pretty butterfly". This is to eliminate non-butterfly images(just id card images etc)
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+
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+ ### Data Splits
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+
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+ No specific split exists.
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+
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+ ## Dataset Creation
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+
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+ ### Curation Rationale
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+
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+ [More Information Needed]
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+
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+ ### Source Data
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+
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+ #### Initial Data Collection and Normalization
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+
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+ [More Information Needed]
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+
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+ 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)
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+
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+ #### Who are the source language producers?
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+
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+ [More Information Needed]
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+
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+ ### Annotations
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+
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+ #### Annotation process
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+
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+ [More Information Needed]
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+
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+ #### Who are the annotators?
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+
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+ [More Information Needed]
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+
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+ ### Personal and Sensitive Information
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+
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+ [More Information Needed]
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+
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+ ## Considerations for Using the Data
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+
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+ ### Social Impact of Dataset
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+
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+ [More Information Needed]
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+
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+ ### Discussion of Biases
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+
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+ [More Information Needed]
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+
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+ ### Other Known Limitations
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+
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+ Doesn't include all butterfly species ## Additional Information
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+
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+ ### Dataset Curators
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+
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+ Smithsonian "Education and Outreach" & "NMNH - Entomology Dept." collections
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+
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+ ### Licensing Information
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+
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+ Only results marked: CC0
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+
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+ ### Citation Information
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+
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+ [More Information Needed]
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+
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+ ### Contributions
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+
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+ Thanks to [@cceyda](https://github.com/cceyda) for adding this dataset.