Dataset Versions

v1

2023-04-04 2:25pm

Generated on Apr 4, 2023

Dataset Split

Train Set 87%
10224Images
Valid Set 8%
974Images
Test Set 4%
487Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels