Dataset Versions

v7

2023-06-13 2:29pm

Generated on Jun 13, 2023

Dataset Split

Train Set 83%
720Images
Valid Set 17%
144Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-67% Horizontal Region, 25-67% Vertical Region
Resize: Stretch to 640x640
Tile: 4 rows x 4 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±20° Horizontal, ±22° Vertical
Mosaic: Applied