Dataset Versions
Versions
v1
2023-09-20 1:10pm
Generated on Sep 20, 2023
1268 Total Images
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Dataset Split
Train Set 88%
1110Images
Valid Set 6%
79Images
Test Set 6%
79Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Brightness: Between -50% and +50%
Noise: Up to 5% of pixels