Dataset Versions

v2

2024-02-27 10:34am

Generated on Feb 27, 2024

Dataset Split

Train Set 87%
255Images
Valid Set 8%
23Images
Test Set 5%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels