Salo Levy

The Dreidel Project

Object Detection

The Dreidel Project Image Dataset

v1

First Run Dreidel Test

Generated on Nov 24, 2021

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Dataset Split

Train Set 88%
135Images
Valid Set 8%
13Images
Test Set 4%
6Images

Preprocessing

Auto-Orient: Applied
Static Crop: 35-60% Horizontal Region, 38-66% Vertical Region
Resize: Stretch to 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±0° Horizontal, ±4° Vertical