Datasets:
Initialize README (#1)
Browse files- Initialize README (ae845e72343ebc6218f6552c25e5b5c15dda48ed)
- added citation and NSF award information (cafdfa26d9df8cce8d33768b07958daccb40911f)
README.md
ADDED
|
@@ -0,0 +1,131 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
task_categories:
|
| 3 |
+
- image-classification
|
| 4 |
+
tags:
|
| 5 |
+
- butterfly
|
| 6 |
+
- separated wings
|
| 7 |
+
- dorsal
|
| 8 |
+
- ventral
|
| 9 |
+
- RGB
|
| 10 |
+
- CV
|
| 11 |
+
pretty_name: Smithsonian Tropical Research Institute (STRI) Samples
|
| 12 |
+
size_categories:
|
| 13 |
+
- 10K<n<100K
|
| 14 |
+
---
|
| 15 |
+
|
| 16 |
+
# Dataset Card for STRI Samples
|
| 17 |
+
|
| 18 |
+
## Dataset Description
|
| 19 |
+
|
| 20 |
+
- **Homepage:**
|
| 21 |
+
- **Repository:**
|
| 22 |
+
- **Paper:**
|
| 23 |
+
- **Leaderboard:**
|
| 24 |
+
- **Point of Contact:**
|
| 25 |
+
|
| 26 |
+
### Dataset Summary
|
| 27 |
+
|
| 28 |
+
Images of butterfly wings collected by [Owen McMillan](https://stri.si.edu/scientist/owen-mcmillan) and members of his lab at the Smithsonian Tropical Research Institute.
|
| 29 |
+
|
| 30 |
+
24,119 RGB images: Dorsal and Ventral images of separated wings.
|
| 31 |
+
<!---
|
| 32 |
+
This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).
|
| 33 |
+
--->
|
| 34 |
+
|
| 35 |
+
### Supported Tasks and Leaderboards
|
| 36 |
+
|
| 37 |
+
[More Information Needed]
|
| 38 |
+
|
| 39 |
+
### Languages
|
| 40 |
+
|
| 41 |
+
[More Information Needed]
|
| 42 |
+
|
| 43 |
+
## Dataset Structure
|
| 44 |
+
|
| 45 |
+
### Data Instances
|
| 46 |
+
|
| 47 |
+
[More Information Needed]
|
| 48 |
+
|
| 49 |
+
* **Type:** JPEG and NEF
|
| 50 |
+
* **Size (x pixels by y pixels):** Not yet known
|
| 51 |
+
* **Background (color or none):** Sometimes gray sometimes white
|
| 52 |
+
* **Fit in frame:** tight
|
| 53 |
+
* **Ruler or Scale:** Do not think so
|
| 54 |
+
* **Color:** 5x6 Color checker
|
| 55 |
+
|
| 56 |
+
Potential for future addition of genetic sequencing data.
|
| 57 |
+
|
| 58 |
+
### Data Fields
|
| 59 |
+
|
| 60 |
+
[More Information Needed]
|
| 61 |
+
|
| 62 |
+
### Data Splits
|
| 63 |
+
|
| 64 |
+
[More Information Needed]
|
| 65 |
+
|
| 66 |
+
## Dataset Creation
|
| 67 |
+
|
| 68 |
+
### Curation Rationale
|
| 69 |
+
|
| 70 |
+
[More Information Needed]
|
| 71 |
+
|
| 72 |
+
### Source Data
|
| 73 |
+
|
| 74 |
+
Images are of specimens collected by the [Smithsonian Tropical Research Institute](https://stri.si.edu/) and photographs were taken by Christopher Lawrence.
|
| 75 |
+
|
| 76 |
+
#### Initial Data Collection and Normalization
|
| 77 |
+
|
| 78 |
+
[More Information Needed]
|
| 79 |
+
|
| 80 |
+
#### Who are the source language producers?
|
| 81 |
+
|
| 82 |
+
[More Information Needed]
|
| 83 |
+
|
| 84 |
+
### Annotations
|
| 85 |
+
|
| 86 |
+
#### Annotation process
|
| 87 |
+
|
| 88 |
+
[More Information Needed]
|
| 89 |
+
|
| 90 |
+
#### Who are the annotators?
|
| 91 |
+
|
| 92 |
+
[More Information Needed]
|
| 93 |
+
|
| 94 |
+
### Personal and Sensitive Information
|
| 95 |
+
|
| 96 |
+
None
|
| 97 |
+
|
| 98 |
+
## Considerations for Using the Data
|
| 99 |
+
|
| 100 |
+
### Social Impact of Dataset
|
| 101 |
+
|
| 102 |
+
[More Information Needed]
|
| 103 |
+
|
| 104 |
+
### Discussion of Biases
|
| 105 |
+
|
| 106 |
+
[More Information Needed]
|
| 107 |
+
|
| 108 |
+
### Other Known Limitations
|
| 109 |
+
|
| 110 |
+
[More Information Needed]
|
| 111 |
+
|
| 112 |
+
## Additional Information
|
| 113 |
+
|
| 114 |
+
### Dataset Curators
|
| 115 |
+
|
| 116 |
+
* Christopher Lawrence (Princeton University) - ORCID: 0000-0002-3846-5968
|
| 117 |
+
* Owen McMillan (Smithsonian Tropical Research Institute) - ORCID: 0000-0003-2805-2745
|
| 118 |
+
* Daniel Romero (Smithsonian Tropical Research Institute)
|
| 119 |
+
* Carlos Arias (Smithsonian Tropical Research Institute) - ORCID: 0000-0002-1546-5156
|
| 120 |
+
|
| 121 |
+
### Licensing Information
|
| 122 |
+
|
| 123 |
+
[More Information Needed]
|
| 124 |
+
|
| 125 |
+
### Citation Information
|
| 126 |
+
|
| 127 |
+
Christopher Lawrence, Owen McMillan, Daniel Romero, Carlos Arias. (2023). Smithsonian Tropical Research Institute (STRI) Samples. Hugging Face. https://huggingface.co/datasets/imageomics/STRI-Samples.
|
| 128 |
+
|
| 129 |
+
### Contributions
|
| 130 |
+
|
| 131 |
+
The [Imageomics Institute](https://imageomics.org) is funded by the US National Science Foundation's Harnessing the Data Revolution (HDR) Institute program under [Award #2118240](https://www.nsf.gov/awardsearch/showAward?AWD_ID=2118240) (Imageomics: A New Frontier of Biological Information Powered by Knowledge-Guided Machine Learning).
|