Image Sorting Machine Dataset
Versions
v1
2024-09-09 1:46pm
Generated on Sep 9, 2024
1173 Total Images
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Dataset Split
Train Set 91%
1065Images
Valid Set 4%
48Images
Test Set 5%
60Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 28% Maximum Zoom
Saturation: Between -33% and +33%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Noise: Up to 1.6% of pixels