Dataset Versions
Versions
v3
2024-09-12 9:47pm
Generated on Sep 12, 2024
383 Total Images
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Dataset Split
Train Set 91%
348Images
Valid Set 5%
19Images
Test Set 4%
16Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Saturation: Between -26% and +26%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.33% of pixels