Dataset Versions
Versions
v1
2024-12-24 9:40pm
Generated on Dec 24, 2024
3977 Total Images
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Dataset Split
Train Set 88%
3480Images
Valid Set 8%
327Images
Test Set 4%
170Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x360
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Noise: Up to 1.96% of pixels