update readme

README.md

@@ -59,20 +59,32 @@ 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')
+**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:
+* `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
+
 
 ### Data Splits
 
@@ -138,7 +150,18 @@ Non-uniform distribution of subspecies (imbalanced).
 
 ### Dataset Curators
 
-[More Information Needed]
+Krzysztof Kozak (University of California Berkeley) - ORCID: 0000-0001-8980-3173
+
+Christopher Lawrence (Princeton University) - ORCID: 0000-0002-3846-5968
+
+James Mallet (Harvard University) - ORCID: 0000-0002-3370-0367
+
+Owen McMillan (Smithsonian Tropical Research Institute) - ORCID: 0000-0003-2805-2745
+
+David Carlyn (The Ohio State University) - ORCID: 0000-0002-8323-0359
+
+Mohannad Elhamod (Virginia Tech) - ORCID: 0000-0002-2383-947X
+
 
 ### Licensing Information