Dataset Versions
v2
2023-09-18 10:15pm
Generated on Sep 18, 2023
11795 Total Images
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Dataset Split
Train Set 88%
10338Images
Valid Set 8%
965Images
Test Set 4%
492Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -45° and +45°
Grayscale: Apply to 50% of images
Brightness: Between -51% and +51%
Exposure: Between -50% and +50%
Blur: Up to 3px
Noise: Up to 10% of pixels