Dataset Versions
Versions
v1
2023-07-26 11:13am
Generated on Jul 26, 2023
13372 Total Images
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Dataset Split
Train Set 88%
11706Images
Valid Set 8%
1113Images
Test Set 4%
553Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 25% of images
Hue: Between -31° and +31°
Saturation: Between -34% and +34%
Brightness: Between -36% and +36%
Exposure: Between -25% and +25%