Dataset Versions

v10

2023-07-23 12:16pm

Generated on Jul 23, 2023

Dataset Split

Train Set 89%
282Images
Valid Set 8%
25Images
Test Set 3%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 2 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°