Dataset Versions

v5

2024-02-05 9:20pm

Generated on Feb 5, 2024

Dataset Split

Train Set 89%
96Images
Valid Set 7%
8Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 39% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.1px
Noise: Up to 2% of pixels
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical