YOLO Image Dataset
v7
2023-01-30 9:59pm
Generated on Jan 31, 2023
353 Total Images
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Dataset Split
Train Set 87%
306Images
Valid Set 8%
28Images
Test Set 5%
19Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 5% of pixels
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