Dataset Versions
Versions
v1
2024-06-27 9:52am
Generated on Jun 27, 2024
420 Total Images
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Dataset Split
Train Set 94%
393Images
Valid Set 5%
19Images
Test Set 2%
8Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Blur: Up to 0.8px
Noise: Up to 0.47% of pixels