Dataset Versions

v3

2024-05-06 7:40pm

Generated on May 7, 2024

Dataset Split

Train Set 83%
210Images
Valid Set 9%
22Images
Test Set 9%
22Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 2.7px
Noise: Up to 1.84% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 2.5px