Dataset Versions

v1

2024-09-18 2:19pm

Generated on Sep 18, 2024

Dataset Split

Train Set 87%
726Images
Valid Set 8%
70Images
Test Set 4%
34Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels