Visdeurbel detection Dataset

v1

2024-07-03 7:30am

Generated on Jul 3, 2024

Dataset Split

Train Set 89%
189Images
Valid Set 7%
15Images
Test Set 4%
9Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
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