Dataset Versions

v10

2024-09-18 4:19pm

Generated on Sep 18, 2024

Dataset Split

Train Set 88%
1920Images
Valid Set 8%
184Images
Test Set 4%
89Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -24° and +24°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1.96% of pixels