Dataset Versions
Versions
v1
2024-11-26 5:32pm
Generated on Nov 26, 2024
1176 Total Images
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Dataset Split
Train Set 88%
1029Images
Valid Set 8%
99Images
Test Set 4%
48Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 52% of images
Hue: Between -81° and +81°
Saturation: Between -70% and +70%
Blur: Up to 3px
Noise: Up to 2.43% of pixels
Cutout: 10 boxes with 15% size each