Dataset Versions

v1

2024-09-29 12:22pm

Generated on Sep 29, 2024

Dataset Split

Train Set 92%
2271Images
Valid Set 4%
93Images
Test Set 4%
93Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.5px