Dataset Versions

v13

2024-12-09 6:32pm

Generated on Dec 9, 2024

Dataset Split

Train Set 82%
1428Images
Valid Set 12%
204Images
Test Set 6%
102Images

Preprocessing

Resize: Fit within 640x640

Augmentations

Outputs per training example: 2
Grayscale: Apply to 15% 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 2.5px
Noise: Up to 0.1% of pixels