Dataset Versions

v2

V2

Generated on Aug 3, 2024

Dataset Split

Train Set 83%
927Images
Valid Set 15%
172Images
Test Set 2%
23Images

Preprocessing

Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 2% of images
Saturation: Between -25% and +25%
Brightness: Between -8% and +8%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels