Dataset Versions

v1

2024-06-11 1:38pm

Generated on Jun 11, 2024

Dataset Split

Train Set 92%
132Images
Valid Set 6%
8Images
Test Set 3%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -5° and +5°
Brightness: Between -9% and +9%
Blur: Up to 1.1px
Noise: Up to 0.1% of pixels
Bounding Box: Rotation: Between -7° and +7°