Dataset Versions

v4

2024-12-06 12:07pm

Generated on Dec 6, 2024

Dataset Split

Train Set 89%
1878Images
Valid Set 7%
153Images
Test Set 4%
77Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x240

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -6° and +6°
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.1px
Noise: Up to 0.97% of pixels