Dataset Versions

v1

2024-09-23 11:59pm

Generated on Sep 23, 2024

Dataset Split

Train Set 87%
4449Images
Valid Set 8%
424Images
Test Set 4%
212Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%