Dataset Versions

v5

2024-09-19 5:10am

Generated on Sep 19, 2024

Dataset Split

Train Set 88%
6711Images
Valid Set 12%
886Images
Test Set %
0Images

Preprocessing

Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -24° and +24°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1.64% of pixels