Dataset Versions

v3

2023-06-19 11:11am

Generated on Jun 19, 2023

Dataset Split

Train Set 96%
456Images
Valid Set 3%
12Images
Test Set 1%
7Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-100% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 1% of pixels