Dataset Versions

v1

2024-07-01 4:02am

Generated on Jul 1, 2024

Dataset Split

Train Set 90%
843Images
Valid Set 7%
62Images
Test Set 4%
34Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 2.5px