Dataset Versions

v2

2023-07-13 12:49pm

Generated on Jul 13, 2023

Dataset Split

Train Set 88%
564Images
Valid Set 9%
56Images
Test Set 4%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Noise: Up to 10% of pixels