Dataset Versions
Versions
v1
2024-10-22 5:27am
Generated on Oct 22, 2024
16632 Total Images
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Dataset Split
Train Set 88%
14604Images
Valid Set 5%
896Images
Test Set 7%
1132Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 5% of images
Brightness: Between -8% and +8%
Exposure: Between -10% and +10%