Dataset Versions
Versions
v1
2023-06-24 10:09pm
Generated on Jun 24, 2023
2469 Total Images
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Dataset Split
Train Set 92%
2280Images
Valid Set 8%
189Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 15% Minimum Zoom, 44% Maximum Zoom
Hue: Between -62° and +62°
Saturation: Between -69% and +69%
Brightness: Between -36% and +36%
Exposure: Between -30% and +30%
Blur: Up to 4.5px
Noise: Up to 4% of pixels
Cutout: 9 boxes with 19% size each