Dataset Versions
Versions
v1
2024-07-03 1:29pm
Generated on Jul 3, 2024
3074 Total Images
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Dataset Split
Train Set 88%
2691Images
Valid Set 8%
256Images
Test Set 4%
127Images
Preprocessing
Auto-Orient: Applied
Static Crop: 40-70% Horizontal Region, 40-90% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 23% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 1.5px
Noise: Up to 3.51% of pixels