Dataset Versions

v4

2024-09-30 3:02am

Generated on Sep 30, 2024

Dataset Split

Train Set 78%
825Images
Valid Set 19%
199Images
Test Set 3%
30Images

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