Dataset Versions

v11

2024-06-05 3:26pm

Generated on Jun 5, 2024

Dataset Split

Train Set 92%
1803Images
Valid Set 4%
76Images
Test Set 4%
74Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1024x1024

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 100% of images
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.01% of pixels