Update README.md

Initial data card generation

README.md

@@ -1,3 +1,153 @@
 ---
 license: cc0-1.0
+task_categories:
+- image-classification
+tags:
+- butterfly
+- heliconius erato
+- heliconius melpomene
+- full body
+- dorsal
+- RGB
+- bird view
+- butterfly view
+- bird acuity
+- butterfly acuity
+- imbalanced
+- mimicry
+- cv
+pretty_name: Curated Gold Standard Cuthill Dataset
+size_categories:
+- n<1K
 ---
+# Dataset Card for Curated Gold Standard Cuthill Dataset
+
+## Dataset Description
+Dorsal full body images of subspecies of Heliconius Erato and Heliconius Melpomene (18 subspecies total).
+960 images with 320 specimens, each photographed in RGB with bird and butterfly acuity included (3 images of each specimen).
+Processed from Cuthill, et. al. dataset available at [doi:10.5061/dryad.2hp1978](https://doi.org/10.5061/dryad.2hp1978).
+
+- **Homepage:** 
+- **Repository:** 
+- **Paper:** 
+- **Leaderboard:** 
+- **Point of Contact:** 
+
+### Dataset Summary
+
+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).
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed]
+
+### Languages
+
+[More Information Needed]
+
+## Dataset Structure
+
+### Data Instances
+
+Type: PNG
+Size: 128px x 128px
+Background: [210, 210, 210] (gray)
+Fit in frame: Most padding is above and below the image, some on the left and right.
+Ruler or Scale: None
+Color (ColorChecker, white-balance, None): None
+
+
+### Data Fields
+
+'NHM_Specimen': Natural History Museum Specimen number
+'Image_filename': filename of image of specimen
+'View': whether ventral or dorsal view of specimen (all dorsal)
+'Species': species of specimen (melpomene or erato)
+'Subspecies': subspecies of the specimen
+'Sex': sex of the specimen (male or female)
+'addit_taxa_info': additional taxonomic information (subspecies)
+'type_stat': [More Information Needed] 'ST', 'PT', or 'HT', but mostly null
+'hybrid_stat': hybrid status ('valid subspecies', 'subspecies synonym' or 'unknown' (only 1))
+'in_reduced': [More Information Needed] 0 or 1 to indicate yes or no
+'locality': [More Information Needed] location of collection or picture
+'lat': latitude [More Information Needed] location of collection or picture
+'lon': longitude [More Information Needed] location of collection or picture
+'speciesdesig': species designation, first initial of species '.' subspecies (eg., 'm. rosina')
+
+### Data Splits
+
+[More Information Needed]
+
+## Dataset Creation
+
+Processing steps included:
+1. Hybrid Separation
+2. Label Correction
+3. Removal of subspecies with no mimic pairs
+4. Make background uniform across all images
+5. Make image square via padding
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Source Data
+
+Cuthill, et. al. [doi:10.5061/dryad.2hp1978](https://doi.org/10.5061/dryad.2hp1978).
+
+#### 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
+
+[More Information Needed]
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed]
+
+### Discussion of Biases
+
+[More Information Needed]
+
+### Other Known Limitations
+
+No genetic data available.
+
+Non-uniform distribution of subspecies (imbalanced).
+
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed]
+
+### Licensing Information
+
+[More Information Needed]
+
+### Citation Information
+
+[More Information Needed]
+
+### Contributions
+
+[More Information Needed]