Dataset Versions
v4
2024-04-05 3:22pm
Generated on Apr 5, 2024
4623 Total Images
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Dataset Split
Train Set 87%
4022Images
Valid Set 9%
397Images
Test Set 4%
204Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -10% and +10%
Exposure: Between -7% and +7%
Mosaic: Applied