Dataset Versions
Versions
v1
2023-11-27 4:48pm
Generated on Nov 27, 2023
1155 Total Images
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Dataset Split
Train Set 88%
1011Images
Valid Set 8%
96Images
Test Set 4%
48Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 16% Minimum Zoom, 36% Maximum Zoom
Grayscale: Apply to 77% of images
Saturation: Between -64% and +64%
Brightness: Between -32% and +32%
Blur: Up to 1.75px
Noise: Up to 1% of pixels