Dataset Versions

v1

2024-02-13 1:55pm

Generated on Feb 13, 2024

Dataset Split

Train Set 87%
2010Images
Valid Set 8%
193Images
Test Set 4%
96Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.5% of pixels