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README.md

@@ -37,7 +37,7 @@ A multi-view oil palm fruit bunch detection and counting dataset with expert-ann
 | Annotation format | YOLO v8 + JSON ground truth |
 | Classes | 4 maturity levels (B1–B4) |
 | Unique bunches (GT) | ~10,090 |
-| Train / Val / Test | 2,780 / 620 / 592 images |
+| Original split (informational) | 2,780 / 620 / 592 (train/val/test) |
 
 ## Task Description
 
@@ -61,14 +61,8 @@ Each oil palm tree is photographed from **4–8 sides**. The core tasks are:
 
 ```
 OilPalm-MultiView-BunchCount/
-├── images/
-│   ├── train/          # 2,780 images + metadata.jsonl
-│   ├── val/            # 620 images + metadata.jsonl
-│   └── test/           # 592 images + metadata.jsonl
-├── labels/
-│   ├── train/          # 2,780 YOLO .txt files
-│   ├── val/            # 620 YOLO .txt files
-│   └── test/           # 592 YOLO .txt files
+├── images/             # 3,992 images (flat) + metadata.jsonl
+├── labels/             # 3,992 YOLO .txt files (flat)
 ├── json/               # 953 JSON ground truth files (1 per tree)
 ├── data/
 │   └── ground_truth.parquet  # GT summary table, queryable via Data Studio
@@ -86,7 +80,7 @@ DAMIMAS_A21B_0001.json    →  GT for all sides of tree 0001
 
 ## Data Formats
 
-### YOLO Label Format (`labels/{split}/*.txt`)
+### YOLO Label Format (`labels/*.txt`)
 
 ```
 # class_id  cx_norm  cy_norm  w_norm  h_norm
@@ -153,15 +147,15 @@ Columns: `tree_id, split, varietas, num_sides, total_unique_bunches, B1, B2, B3,
 ```python
 from datasets import load_dataset
 
-# Image + metadata (via ImageFolder)
+# Images + metadata (via ImageFolder)
 ds = load_dataset("ULM-DS-Lab/OilPalm-MultiView-BunchCount",
-                  data_dir="images", split="train")
+                  data_dir="images")
 print(ds[0])
-# {'image': <PIL Image>, 'tree_id': 'DAMIMAS_A21B_0001', 'side': 1, 'split': 'train'}
+# {'image': <PIL Image>, 'tree_id': 'DAMIMAS_A21B_0001', 'side': 1}
 
 # Ground truth (via Parquet)
 gt = load_dataset("ULM-DS-Lab/OilPalm-MultiView-BunchCount",
-                  data_files="data/ground_truth.parquet", split="train")
+                  data_files="data/ground_truth.parquet")
 ```
 
 ### Load JSON GT manually

data.yaml

@@ -1,7 +1,7 @@
 path: .
-train: images/train
-val: images/val
-test: images/test
+train: images
+val: images
+test: images
 
 nc: 4
 names: