Dataset Versions

v1

2023-11-29 12:10pm

Generated on Nov 29, 2023

Dataset Split

Train Set 88%
87Images
Valid Set 8%
8Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Grayscale: Apply to 25% of images
Bounding Box: Exposure: Between -47% and +47%