Dataset Versions

v4

2024-04-23 11:18am

Generated on Apr 23, 2024

Dataset Split

Train Set 81%
261Images
Valid Set 19%
60Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -10° and +10°
Shear: ±2° Horizontal, ±2° Vertical
Grayscale: Apply to 4% of images
Hue: Between -3° and +3°
Noise: Up to 0.02% of pixels

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