Dataset Versions
v5
2023-12-19 11:43pm
Generated on Dec 19, 2023
101 Total Images
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Dataset Split
Train Set 92%
93Images
Valid Set 5%
5Images
Test Set 3%
3Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 30% of images
Hue: Between -36° and +36°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.75px
Noise: Up to 4% of pixels