Alex Hyams

Cash Counter

Object Detection

Cash Counter Image Dataset

v6

activeLearning-TrainV1-FAST

Generated on Jul 19, 2022

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Dataset Split

Train Set 92%
2860Images
Valid Set 5%
160Images
Test Set 3%
82Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -10° and +10°
Grayscale: Apply to 10% of images
Hue: Between -15° and +15°
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1px
Cutout: 5 boxes with 3% size each