Create README.md

README.md

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+---
+task_categories:
+- image-classification
+tags:
+- butterfly
+- heliconius
+- dorsal
+- ventral
+- RGB
+- full body
+- separated wings
+- mimicry
+- CV
+pretty_name: Meier Subset of Jiggins Data
+size_categories:
+- 10K<n<100K
+---
+# Dataset Card for Meier Subset of Jiggins Data
+
+## Dataset Description
+
+- **Homepage:** 
+- **Repository:** 
+- **Paper:** 
+- **Leaderboard:** 
+- **Point of Contact:** 
+
+### Dataset Summary
+
+Subset of the collection records from the research group of Chris Jiggins at the University of Cambridge derived from almost 20 years of field studies. 
+This subset contains approximately 34,000 RGB images across all Heliconius. Many records include images as well as locality data. 
+All detached wings were photographed with a DSLR camera with a 100 mm macro-lens in standardized conditions; images and full records with data are stored in the [EarthCape database](https://heliconius.ecdb.io/default.aspx) and on [Zenodo](https://doi.org/10.5281/zenodo.4289223).
+
+Both dorsal and ventral images available. Contains both whole butterfly, and 4 wings separate. Large variation in image content.
+
+<!---
+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
+
+* **Jiggins_Zenodo_Img_Master.csv:** Information for the approximately 34,000 unprocessed image files included in the Jiggins Heliconius Collection.
+     * To access the images combine columns `zenodo_link` and `Image_name`:
+       ```
+       zenodo_link + '/files/' + Image_name
+       ```
+
+### Data Instances
+
+Multiple species of Heliconius including erato and melpomene.
+Detached wings in four quadrants (generally).
+Some subspecies may be photographed differently, needs segmentation preprocessing.
+
+* **Type:** JPG/jpg/tif(very few)
+* **Size (x pixels by y pixels):** Unknown yet
+* **Background (color or none):** multiple (needs to be normalised)
+* **Fit in frame:**
+* **Ruler or Scale:** Some with Ruler
+* **Color (ColorChecker, white-balance, None):** None
+
+#### Preprocessing steps (to be done):
+1. Hybrid separation - some images labeled as H.erato and H. melpomene without subspecies names are hybrids and need to be determined what subspecies they are.
+2. Label correction - along with step 1.
+3. Removal of subspecies with no mimic pairs.
+4. Segmentation of four wings from images so we can focus on forewings vs hindwings: [WingSeg](https://github.com/agporto/WingSeg).
+
+Current preprocessing steps: [WingSeg](https://github.com/agporto/WingSeg) on the [Meier subset](https://huggingface.co/datasets/imageomics/Meier-Subset-Jiggins/).
+
+### Data Fields
+
+[More Information Needed]
+
+### Data Splits
+
+[More Information Needed]
+      
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Source Data
+
+Image subset of the [collection records](https://doi.org/10.5281/zenodo.4289222) from the research group of Chris Jiggins at the University of Cambridge derived from almost 20 years of field studies. 
+
+
+#### 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
+* Chris Jiggins (University of Cambridge) - ORCID: 0000-0002-7809-062X
+* Butterfly Genetics Group (University of Cambridge)
+
+### Licensing Information
+
+[More Information Needed]
+
+### Citation Information
+
+Christopher Lawrence, Chris Jiggins, Butterfly Genetics Group (University of Cambridge). (2023). Jiggins_Heliconius_Collection. Hugging Face. https://huggingface.co/datasets/imageomics/Meier-Subset-Jiggins.
+
+If you use this dataset, please cite the original dataset (citation below) as well as this curated subset.
+
+Gabriela Montejo-Kovacevich, Eva van der Heijden, Nicola Nadeau, & Chris Jiggins. (2020). Cambridge butterfly wing collection batch 10. Zenodo. https://doi.org/10.5281/zenodo.4289223
+
+### Contributions
+
+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).