Dataset Versions

v5

2024-07-01 7:45am

Generated on Jul 1, 2024

Dataset Split

Train Set 99%
7550Images
Valid Set %
0Images
Test Set 1%
42Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1600x1216

Augmentations

Outputs per training example: 2
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels