EuroCoinDec Computer Vision Model

byDHBW MannheimTask:
Object Detection
License:Public Domain222 views12 downloads
Versions
Dataset Version
v1

2023-06-28 2:04pm

Generated on Jun 28, 2023

Dataset Split

Train Set 88%
1335Images
Valid Set 8%
127Images
Test Set 4%
64Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 8 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 5% Minimum Zoom, 34% Maximum Zoom
Rotation: Between -43° and +43°
Shear: ±24° Horizontal, ±8° Vertical
Brightness: Between -29% and +29%
Blur: Up to 1.25px
Noise: Up to 2% of pixels
Cutout: 7 boxes with 10% size each

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