Datasets:
task_categories:
- image-classification
tags:
- butterfly
- separated wings
- dorsal
- ventral
- RGB
- CV
pretty_name: Smithsonian Tropical Research Institute (STRI) Samples
size_categories:
- 10K<n<100K
Dataset Card for STRI Samples
Dataset Description
- Homepage:
- Repository:
- Paper:
- Leaderboard:
- Point of Contact:
Dataset Summary
Images of butterfly wings collected by Owen McMillan and members of his lab at the Smithsonian Tropical Research Institute.
24,119 RGB images: Dorsal and Ventral images of separated wings.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
[More Information Needed]
- Type: JPEG and NEF
- Size (x pixels by y pixels): Not yet known
- Background (color or none): Sometimes gray sometimes white
- Fit in frame: tight
- Ruler or Scale: Do not think so
- Color: 5x6 Color checker
Potential for future addition of genetic sequencing data.
Data Fields
[More Information Needed]
Data Splits
[More Information Needed]
Dataset Creation
Curation Rationale
[More Information Needed]
Source Data
Images are of specimens collected by the Smithsonian Tropical Research Institute and photographs were taken by Christopher Lawrence.
Initial Data Collection and Normalization
[More Information Needed]
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
None
Considerations for Using the Data
Social Impact of Dataset
[More Information Needed]
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
- Christopher Lawrence (Princeton University) - ORCID: 0000-0002-3846-5968
- Owen McMillan (Smithsonian Tropical Research Institute) - ORCID: 0000-0003-2805-2745
- Daniel Romero (Smithsonian Tropical Research Institute)
- Carlos Arias (Smithsonian Tropical Research Institute) - ORCID: 0000-0002-1546-5156
Licensing Information
[More Information Needed]
Citation Information
Christopher Lawrence, Owen McMillan, Daniel Romero, Carlos Arias. (2023). Smithsonian Tropical Research Institute (STRI) Samples. Hugging Face. https://huggingface.co/datasets/imageomics/STRI-Samples.
Contributions
The Imageomics Institute is funded by the US National Science Foundation's Harnessing the Data Revolution (HDR) Institute program under Award #2118240 (Imageomics: A New Frontier of Biological Information Powered by Knowledge-Guided Machine Learning).