Dataset Versions

v4

2023-03-31 10:33pm

Generated on Apr 1, 2023

Dataset Split

Train Set 90%
89Images
Valid Set 10%
10Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 2 dropped
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -25° and +25°
Exposure: Between -25% and +25%