metadata
license: cc-by-4.0
task_categories:
- image-segmentation
- keypoint-detection
language:
- en
tags:
- biology
- agriculture
- computer-vision
- viticulture
size_categories:
- 1K<n<10K
pretty_name: Vineyard Vision Dataset
ViViD-5k Dataset
ViViD-5k is a large-scale vineyard image dataset for grape cluster analysis. It includes:
- 5,000 images across 13 grape varieties
- 648,000+ annotated berry centroid keypoints
- 18,000+ grape cluster instance masks & bboxes
Structure
data/
├── imgs/ # Raw image files (JPG, PNG)
│ ├── <img_id>.suffix
├── anns/ # Annotation files
│ ├── instances_updated.json # COCO-format instance segmentation masks and bboxes
│ └── points/ # Berry keypoint annotations
│ └── <img_id>.npy # NumPy files containing berry centroid coordinates
└── train.txt # 4,000 training image filenames
└── val.txt # 500 validation image filenames
└── test.txt # 500 test image filenames