---
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

```bash
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
```