Final Dataset Image Dataset
v5
2024-03-20 1:46pm
Generated on Mar 20, 2024
1347 Total Images
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Dataset Split
Train Set 91%
1227Images
Valid Set 6%
87Images
Test Set 2%
33Images
Preprocessing
Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 23% of images
Saturation: Between -32% and +32%
Exposure: Between -10% and +10%
Noise: Up to 1.72% of pixels
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