Dataset Versions

v1

2024-10-16 4:27am

Generated on Oct 16, 2024

Dataset Split

Train Set 92%
5184Images
Valid Set 4%
219Images
Test Set 4%
218Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 10% of images
Exposure: Between -10% and +10%