Dataset Versions
Versions
v1
2023-06-23 10:08pm
Generated on Jun 23, 2023
597 Total Images
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Dataset Split
Train Set 100%
597Images
Valid Set %
0Images
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
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -27° and +27°
Saturation: Between -25% and +25%
Brightness: Between -26% and +26%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels