Dataset Versions

v1

2024-05-30 2:41pm

Generated on May 30, 2024

Dataset Split

Train Set 88%
4698Images
Valid Set 8%
447Images
Test Set 4%
224Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Brightness: Between -25% and +25%
Blur: Up to 1.6px
Noise: Up to 1.05% of pixels