Dataset Versions
v2
2023-12-26 11:08am
Generated on Dec 26, 2023
1326 Total Images
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Dataset Split
Train Set 92%
1224Images
Valid Set 8%
102Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 19% of images
Hue: Between -23° and +23°
Saturation: Between -30% and +30%
Exposure: Between -14% and +14%
Noise: Up to 6% of pixels
Bounding Box: Flip: Horizontal