Dataset Versions

v1

2023-05-08 1:19pm

Generated on May 8, 2023

Dataset Split

Train Set 89%
51Images
Valid Set 5%
3Images
Test Set 5%
3Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%