Dataset Versions
v7
2024-09-25 6:23am
Generated on Sep 25, 2024
305 Total Images
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Dataset Split
Train Set 92%
280Images
Valid Set 5%
15Images
Test Set 3%
10Images
Preprocessing
Resize: Fit (black edges) in 640x480
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 7
Grayscale: Apply to 10% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.3% of pixels