Joseph Nelson

Mountain Dew Commercial

Object Detection

Mountain Dew Commercial Image Dataset

v5

aug2

Generated on Feb 8, 2021

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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Dataset Split

Train Set 99%
790Images
Valid Set 1%
10Images
Test Set 0%
2Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 9-92% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 10
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -14% and +14%
Exposure: Between -15% and +15%
Blur: Up to 0.5px