Dataset Versions
v5
2024-07-30 10:55am
Generated on Jul 30, 2024
108 Total Images
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Dataset Split
Train Set 89%
96Images
Valid Set 7%
8Images
Test Set 4%
4Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -14% and +14%
Blur: Up to 2.5px
Noise: Up to 1.48% of pixels