Dataset Versions
v2
2023-09-19 11:22am
Generated on Sep 19, 2023
1340 Total Images
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Dataset Split
Train Set 88%
1173Images
Valid Set 8%
112Images
Test Set 4%
55Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels