Dataset Versions
v2
2024-06-21 10:46am
Generated on Jun 21, 2024
2996 Total Images
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Dataset Split
Train Set 94%
2802Images
Valid Set 4%
131Images
Test Set 2%
63Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -25% and +25%
Blur: Up to 1.7px
Noise: Up to 1.04% of pixels