Dataset Versions

v8

2024-10-22 2:35am

Generated on Oct 22, 2024

Dataset Split

Train Set 95%
1857Images
Valid Set 3%
66Images
Test Set 2%
36Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 7% of images
Hue: Between -15° and +15°
Exposure: Between -13% and +13%
Blur: Up to 1.1px