project1 Dataset

v1

2023-12-08 8:11pm

Generated on Dec 8, 2023

Dataset Split

Train Set 88%
42Images
Valid Set 8%
4Images
Test Set 4%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 38% of images
Hue: Between -31° and +31°
Blur: Up to 1px
Noise: Up to 5% of pixels
Cutout: 5 boxes with 10% size each