Dataset Versions
Versions
v1
2024-10-22 7:23am
Generated on Oct 22, 2024
9792 Total Images
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Dataset Split
Train Set 88%
8589Images
Valid Set 8%
813Images
Test Set 4%
390Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Brightness: Between -21% and +21%
Blur: Up to 2.5px
Noise: Up to 2.87% of pixels