agriculture crop instance segmentation

Instance Segmentation

Dataset Versions

v3

2023-08-07 3:13pm

Generated on Aug 7, 2023

Dataset Split

Train Set 89%
897Images
Valid Set 7%
66Images
Test Set 5%
49Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -14% and +14%
Blur: Up to 2.5px
Noise: Up to 1% of pixels