Dataset Versions

v11

2023-07-31 5:22pm

Generated on Jul 31, 2023

Dataset Split

Train Set 88%
2172Images
Valid Set 8%
204Images
Test Set 4%
101Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 64x64

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -10° and +10°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 5% of pixels