vineyard

Vineyard

Instance Segmentation

Vineyard Image Dataset

v9

2024-04-04 12:09pm

Generated on Apr 4, 2024

Dataset Split

Train Set 88%
1653Images
Valid Set 8%
156Images
Test Set 4%
79Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels