Dataset Versions

v1

2024-04-08 9:26am

Generated on Apr 8, 2024

Dataset Split

Train Set 87%
291Images
Valid Set 8%
28Images
Test Set 4%
14Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels