updated README with more distribution and structure information

README.md

@@ -25,17 +25,21 @@ size_categories:
 ## 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).
+Subset of images processed from Cuthill, et. al. dataset available at [doi:10.5061/dryad.2hp1978](https://doi.org/10.5061/dryad.2hp1978).
+
+**Note:** `dorsal_images_cuthill` contains processed dorsal images from the original Cuthill dataset (all 1,234 specimens).
 
 - **Homepage:** 
-- **Repository:** 
+- **Repository:** [Butterfly-mimicry](https://github.com/Imageomics/Butterfly-mimicry) contains research done using this dataset.
 - **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
 
@@ -47,6 +51,64 @@ This dataset card aims to be a base template for new datasets. It has been gener
 
 ## Dataset Structure
 
+
+|-- `dorsal_images_cuthill`
+|	|
+|	|-- `10427965_D_lowres.tif`
+|	|
+|	|-- `10427966_D_lowres.tif
+|	|
+|	|	...
+|
+|-- `Acuities`
+|	|
+|	|-- `train_bird`
+|		|
+|		|-- `erato_cyrbia`
+|		|
+|		|-- `erato_etylus`
+|		|
+|		|	... 
+|	|
+|	|-- `test_bird`
+|		|
+|		|-- `erato_cyrbia`
+|		|-- `erato_etylus`
+|		|
+|		|	... 
+|	|
+|	|-- `train_butterfly`
+|		|
+|		|-- `erato_cyrbia`
+|		|
+|		|-- `erato_etylus`
+|		|
+|		|	... 
+|	|
+|	|-- `test_butterfly`
+|		|
+|		|-- `erato_cyrbia`
+|		|
+|		|-- `erato_etylus`
+|		|
+|		|	... 
+|
+|-- `train`
+|	|
+|	|-- `erato_cyrbia`
+|	|
+|	|-- `erato_etylus`
+|	|
+|	|	... 
+|
+|-- `test`
+|	|
+|	|-- `erato_cyrbia`
+|	|
+|	|-- `erato_etylus`
+	|
+	|	... 
+
 ### Data Instances
 
 Type: PNG
@@ -59,36 +121,43 @@ Color (ColorChecker, white-balance, None): None
 
 ### Data Fields
 
-**In Hoyal_Cuthill_GoldStandard_metadata_cleaned.csv:**
-
-* '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')
-
-Train_Test_Curated_GoldStandard_Hoyal_Cuthill.csv has three additional columns:
+**In [Hoyal_Cuthill_GoldStandard_metadata_cleaned.csv]():**
+
+* `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`: where specimen was collected
+* `lat`: latitude where specimen was collected
+* `lon`: longitude where specimen was collected
+* `speciesdesig`: species designation, first initial of species '.' subspecies (eg., 'm. rosina')
+
+[Train_Test_Curated_GoldStandard_Hoyal_Cuthill.csv]() has three additional columns:
 * `Image_filename_png`: filename of (png) image of specimen, `dorsal_images_cuthill/` + `<Image_filename_png>` is the filepath for the processed dorsal image
 * `subset`: whether this is part of the training or test set (`train` or `test`)
 * `filepath`: the filepath for the train or test image
 
-Acuity_Curated_GoldStandard_Hoyal_Cuthill.csv also has `Image_filename_png` and `subset`, but `subset` references the bird and butterfly acuity training and test sets. Additionally, it has columns:
-`bird_filepath`: the filepath for the bird acuity version of the image
-`butterfly_filepath`: the filepath for the butterfly acuity version of the image
+[Acuity_Curated_GoldStandard_Hoyal_Cuthill.csv]() also has `Image_filename_png` and `subset`, but `subset` references the bird and butterfly acuity training and test sets. Additionally, it has columns:
+* `bird_filepath`: the filepath for the bird acuity version of the image
+* `butterfly_filepath`: the filepath for the butterfly acuity version of the image
 
 
 ### Data Splits
 
-[More Information Needed]
+There are 250 images in each training set and 70 in each test set.
+
+RGB training images are in `train` folder and testing are in `test`.
+
+For bird and butterfly acuities, their respective training and test images are in the `train_bird` (`train_butterfly`) and `test_bird` (`test_butterfly`) folders.
+
+All of these folders are further subdivided by the subspecies. Filepaths to access these images are provided in [Train_Test_Curated_GoldStandard_Hoyal_Cuthill.csv]() and [Acuity_Curated_GoldStandard_Hoyal_Cuthill.csv](), respectively.
+
 
 ## Dataset Creation
 
@@ -103,6 +172,8 @@ Processing steps included:
 
 [More Information Needed]
 
+The original data has some misclassified species/subspecies and some localities were outside the known range of the butterflies. Furthermore, the bird and butterfly acuities were not part of the original dataset and provide another level of analysis.
+
 ### Source Data
 
 Cuthill, et. al. [doi:10.5061/dryad.2hp1978](https://doi.org/10.5061/dryad.2hp1978).
@@ -127,7 +198,7 @@ Cuthill, et. al. [doi:10.5061/dryad.2hp1978](https://doi.org/10.5061/dryad.2hp19
 
 ### Personal and Sensitive Information
 
-[More Information Needed]
+None
 
 ## Considerations for Using the Data
 
@@ -141,26 +212,26 @@ Cuthill, et. al. [doi:10.5061/dryad.2hp1978](https://doi.org/10.5061/dryad.2hp19
 
 ### Other Known Limitations
 
-No genetic data available.
+* No genetic data available.
 
-Non-uniform distribution of subspecies (imbalanced).
+* Non-uniform distribution of subspecies (imbalanced).
 
 
 ## Additional Information
 
 ### Dataset Curators
 
-Krzysztof Kozak (University of California Berkeley) - ORCID: 0000-0001-8980-3173
+* Krzysztof Kozak (University of California Berkeley) - ORCID: 0000-0001-8980-3173
 
-Christopher Lawrence (Princeton University) - ORCID: 0000-0002-3846-5968
+* Christopher Lawrence (Princeton University) - ORCID: 0000-0002-3846-5968
 
-James Mallet (Harvard University) - ORCID: 0000-0002-3370-0367
+* James Mallet (Harvard University) - ORCID: 0000-0002-3370-0367
 
-Owen McMillan (Smithsonian Tropical Research Institute) - ORCID: 0000-0003-2805-2745
+* Owen McMillan (Smithsonian Tropical Research Institute) - ORCID: 0000-0003-2805-2745
 
-David Carlyn (The Ohio State University) - ORCID: 0000-0002-8323-0359
+* David Carlyn (The Ohio State University) - ORCID: 0000-0002-8323-0359
 
-Mohannad Elhamod (Virginia Tech) - ORCID: 0000-0002-2383-947X
+* Mohannad Elhamod (Virginia Tech) - ORCID: 0000-0002-2383-947X
 
 
 ### Licensing Information