Dataset Versions
Versions
v1
2023-06-04 12:31pm
Generated on Jun 4, 2023
2330 Total Images
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Dataset Split
Train Set 92%
2151Images
Valid Set 4%
90Images
Test Set 4%
89Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels