Dataset Versions

v15

2024-09-16 11:14pm

Generated on Sep 16, 2024

Dataset Split

Train Set 87%
222Images
Valid Set 7%
18Images
Test Set 6%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 24% of images
Hue: Between -45° and +45°
Saturation: Between -34% and +34%
Exposure: Between -10% and +10%
Noise: Up to 2.88% of pixels
Bounding Box: Noise: Up to 0.73% of pixels