ULM-DS-Lab/SawitMVC
SawitMVC SawitMVC is a multi-view oil palm fruit bunch detection and counting dataset. It contains expert-reviewed YOLO annotations and per-tree JSON ground truth for counting unique fruit bunches across 4-8 camera views. Dataset Summary Property Value Trees 953 (DAMIMAS: 854, LONSUM: 99) Images 3,992 (960 x 1280 px, JPEG) Views per tree 4 sides (45 trees have 8 sides) Annotation format YOLO v8 labels + JSON ground truth Classes 4 maturity… See the full description on the dataset page: https://huggingface.co/datasets/ULM-DS-Lab/SawitMVC.
update citation authors in croissant.json
update citation authors + add Muhammad Zainal Muttaqin honorificSuffix
Add files using upload-large-folder tool
Add files using upload-large-folder tool
Add files using upload-large-folder tool
Add files using upload-large-folder tool
Add files using upload-large-folder tool
Add files using upload-large-folder tool
Add files using upload-large-folder tool
Upload JSON annotations
Add CC BY-NC 4.0 badge to License section
Add license: cc-by-nc-4.0 to dataset card frontmatter
Remove extra sample image (0834, keep 0823)
Add files using upload-large-folder tool
Add files using upload-large-folder tool
Add files using upload-large-folder tool
Add files using upload-large-folder tool
Add files using upload-large-folder tool
Fix sample image paths: point to root level (samples/ folder removed)
Remove samples/ folder (use root-level sample files instead)
Add samples/ folder (README references samples/sample_*.jpg)
Strip metadata.fix_log from 31 trees: clean dataset for publish (audit trail in repo reports/gt_fix_log/)
Regen parquet: 14 trees split restored (no more unknown)
Restore split field on 14 trees (annotator tool reset to unknown after manual fix)
Update YOLO labels: manual fix on trees with annotation corrections (2026-05-15)
Update 953 JSON GT: 8 wrap-around fix + 9 8-side over-link fix + 31 4-side auto-heal (2026-05-15/16)
Regen ground_truth.parquet: 9823 unique bunches (B1=954, B2=1791, B3=5067, B4=2011)
Update GT total to 9823 (post-fix 2026-05-16: wrap-around + visibility heal)
fixing mismatch
fixing mismatch
fixing mismatch
fix: update overcount ratio ~1.83x -> ~1.90x (actual 18541/9739=1.904)
fix: images/metadata.jsonl
fix: labels/DAMIMAS_A21B_0087_2.txt
fix: labels/DAMIMAS_A21B_0011_3.txt
fix: labels/DAMIMAS_A21B_0007_2.txt
fix: labels/LONSUM_A21A_0055_2.txt
fix: json/LONSUM_A21A_0055.json
fix: README.md
fix: regenerate parquet — all 953 trees, no unknown splits
fix: use natural name order in citation
fix: update authors/citation to real researcher names
fix: update authors/citation to real researcher names
fix: labels/DAMIMAS_A21B_0087_2.txt
fix: labels/DAMIMAS_A21B_0011_3.txt
fix: labels/DAMIMAS_A21B_0007_2.txt
fix: json/DAMIMAS_A21B_0854.json
fix: json/DAMIMAS_A21B_0853.json
fix: json/DAMIMAS_A21B_0851.json
fix: json/DAMIMAS_A21B_0844.json