Salo Levy

The Dreidel Project

Object Detection

The Dreidel Project Image Dataset

v7

Dreidel test -7

Generated on Nov 25, 2021

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Dataset Split

Train Set 88%
522Images
Valid Set 8%
50Images
Test Set 4%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±0° Horizontal, ±4° Vertical
Grayscale: Apply to 5% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -17% and +17%
Exposure: Between -15% and +15%
Noise: Up to 1% of pixels