Add HF dataset card frontmatter and fix file paths

README.md

@@ -1,40 +1,42 @@
-# FathomNet Benchmark
+---
+license: cc-by-4.0
+pretty_name: FathomNet Full Coverage Test Sets
+tags:
+  - biology
+  - marine
+  - underwater
+  - object-detection
+  - benchmark
+---
 
-## Full Coverage Test Imagery (Labeled Summer 2024)
+# FathomNet Full Coverage Test Sets
+
+UUID lists for two full-coverage test imagery sets used in the FathomNet benchmark. "Full coverage" means every organism visible in each image was annotated.
 
-This repository includes CSV documenting UUIDs for full coverage test imagery labeled in summer 2024.
+## Full Coverage Test Imagery (Labeled Summer 2024)
 
-Data location:
+UUIDs for full coverage test imagery labeled in summer 2024.
 
-- `data/full_coverage_test_imagery_summer_2024/`
+- `full_coverage_test_imagery_summer_2024/`
   - `fathomnet_uuids_fathomnet_database/`
-    - `targeted_concepts_fathomnet_uuids.csv`
-    - `test_benthic_fathomnet_uuids.csv`
+    - `targeted_concepts_fathomnet_uuids.csv` — FathomNet UUIDs, targeted taxonomic concepts
+    - `test_benthic_fathomnet_uuids.csv` — FathomNet UUIDs, benthic images
   - `image_moment_uuids_vars/`
-    - `test_benthic_image_moment_uuids.csv`
-    - `test_non_benthic_image_moment_uuids.csv`
-
-### Notes
+    - `test_benthic_image_moment_uuids.csv` — Image Moment UUIDs (VARS), benthic images
+    - `test_non_benthic_image_moment_uuids.csv` — Image Moment UUIDs (VARS), non-benthic images
 
-- The CSVs in `fathomnet_uuids_fathomnet_database/` contain **FathomNet UUIDs** and correspond to labeling completed in the **FathomNet database**.
-- The CSVs in `image_moment_uuids_vars/` contain **Image Moment UUIDs** and correspond to labeling completed in **VARS**.
+**Notes:**
+- CSVs in `fathomnet_uuids_fathomnet_database/` contain **FathomNet UUIDs** — labels completed in the FathomNet database.
+- CSVs in `image_moment_uuids_vars/` contain **Image Moment UUIDs** — labels completed in VARS.
 
-### Original label tracking
-
-The labels were originally tracked in this Google Sheet:
-
-- https://docs.google.com/spreadsheets/d/1aJL3qEAe8etipd4aZPb49L1AwM9Nw14jHtG3jrzXQ5Y/edit?usp=sharing
+Original label tracking: https://docs.google.com/spreadsheets/d/1aJL3qEAe8etipd4aZPb49L1AwM9Nw14jHtG3jrzXQ5Y/edit?usp=sharing
 
 ## FathomVerse Full Coverage (Summer 2025)
 
-This repository also includes CSV exports for the FathomVerse paper full coverage test set labeled in summer 2025.
-
-Data location:
-
-- `data/fathomverse_full_coverage/`
-  - `fathomverse_test_set_uuids.csv`
-  - `additional_test_images_giovanna.csv`
+UUID lists for the FathomVerse paper full coverage test set labeled in summer 2025.
 
-### Original data source
+- `fathomverse_full_coverage/`
+  - `fathomverse_test_set_uuids.csv` — primary FathomVerse test set UUIDs
+  - `additional_test_images_giovanna.csv` — additional test images
 
-- https://docs.google.com/spreadsheets/d/1WlkATLMk_eM4z42Sdt2Nq3v6GeR2TEkQFWkJxnPByo0/edit?usp=sharing
+Original data source: https://docs.google.com/spreadsheets/d/1WlkATLMk_eM4z42Sdt2Nq3v6GeR2TEkQFWkJxnPByo0/edit?usp=sharing