Dataset Versions

v1

2023-09-17 6:05pm

Generated on Sep 17, 2023

Dataset Split

Train Set 88%
6177Images
Valid Set 8%
586Images
Test Set 4%
290Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Brightness: Between -34% and +34%
Noise: Up to 5% of pixels

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