Dataset Versions

v1

2024-07-08 5:34am

Generated on Jul 8, 2024

Dataset Split

Train Set 87%
939Images
Valid Set 9%
95Images
Test Set 4%
45Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Cutout: 3 boxes with 10% size each