Dataset Versions

v4

2024-08-31 5:33am

Generated on Aug 31, 2024

Dataset Split

Train Set 88%
228Images
Valid Set 8%
22Images
Test Set 4%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 1.96% of pixels