Dataset Versions

v4

2023-08-07 1:28pm

Generated on Aug 7, 2023

Dataset Split

Train Set 85%
3378Images
Valid Set 10%
400Images
Test Set 5%
206Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Flip: Horizontal
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -15° and +15°