Dataset Versions

v2

2024-06-23 6:53pm

Generated on Jun 23, 2024

Dataset Split

Train Set 88%
567Images
Valid Set 8%
53Images
Test Set 4%
27Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0px
Noise: Up to 0.1% of pixels