Dataset Versions

v1

2024-12-10 5:54pm

Generated on Dec 10, 2024

Dataset Split

Train Set 87%
1014Images
Valid Set 8%
96Images
Test Set 4%
49Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
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