Dataset Versions

v5

2024-05-20 3:29pm

Generated on May 20, 2024

Dataset Split

Train Set 75%
420Images
Valid Set 13%
70Images
Test Set 13%
70Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Vertical
Grayscale: Apply to 20% of images
Hue: Between -25° and +25°
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.01% of pixels