Dataset Versions

v7

2024-07-04 6:02am

Generated on Jul 4, 2024

Dataset Split

Train Set 87%
669Images
Valid Set 8%
64Images
Test Set 5%
35Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Blur: Up to 1.5px