Dataset Versions

v7

2024-07-01 7:17am

Generated on Jul 1, 2024

Dataset Split

Train Set 88%
909Images
Valid Set 8%
87Images
Test Set 4%
42Images

Preprocessing

Auto-Orient: Applied
Static Crop: 11-91% Horizontal Region, 0-75% Vertical Region
Resize: Fit within 640x300

Augmentations

Outputs per training example: 3
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.96% of pixels