Dataset Versions

v4

2024-06-26 7:01pm

Generated on Jun 26, 2024

Dataset Split

Train Set 89%
66Images
Valid Set 7%
5Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 154 remapped, 0 dropped

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°