Dataset Versions

v12

2024-12-08 1:10pm

Generated on Dec 8, 2024

Dataset Split

Train Set 88%
6072Images
Valid Set 8%
556Images
Test Set 4%
282Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 100% of images
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 5px
Bounding Box: Noise: Up to 5.05% of pixels