Dataset Versions

v2

V1

Generated on Jul 22, 2024

Dataset Split

Train Set 79%
267Images
Valid Set 20%
69Images
Test Set 1%
4Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.1% of pixels