Salo Levy

The Dreidel Project

Object Detection

The Dreidel Project Image Dataset

v14

Version 13

Generated on Dec 1, 2021

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Dataset Split

Train Set 88%
1206Images
Valid Set 8%
112Images
Test Set 4%
55Images

Preprocessing

Resize: Stretch to 472x472

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 4% Maximum Zoom
Grayscale: Apply to 5% of images
Hue: Between -0° and +0°
Saturation: Between -25% and +25%
Brightness: Between -30% and +30%
Exposure: Between -13% and +13%
Noise: Up to 0% of pixels