Dataset Versions

v3

2024-07-05 9:12am

Generated on Jul 5, 2024

Dataset Split

Train Set 98%
417Images
Valid Set 2%
7Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Noise: Up to 1.13% of pixels
Bounding Box: Flip: Horizontal, Vertical