Dataset Versions

v1

2024-07-29 12:33pm

Generated on Jul 29, 2024

Dataset Split

Train Set 90%
825Images
Valid Set 7%
67Images
Test Set 3%
29Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 2.5px