GameAids

dice

Object Detection

dice Image Dataset

v7

2023-03-02 11:35am

Generated on Mar 2, 2023

Popular Download Formats

Dataset Split

Train Set 88%
1419Images
Valid Set 8%
132Images
Test Set 4%
62Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±23° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Blur: Up to 1.5px
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 23% Maximum Zoom
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical