Dataset Versions
v1
2024-08-09 6:25am
Generated on Aug 9, 2024
835 Total Images
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Dataset Split
Train Set 92%
770Images
Valid Set 5%
45Images
Test Set 2%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels