Dataset Versions

v3

2024-04-16 12:43am

Generated on Apr 16, 2024

Dataset Split

Train Set 80%
435Images
Valid Set 12%
66Images
Test Set 8%
44Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 2048x1080
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical