v4

2

Generated on Jun 1, 2023

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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 86%
51Images
Valid Set %
0Images
Test Set 14%
8Images

Preprocessing

Auto-Orient: Applied
Static Crop: 21-77% Horizontal Region, 9-77% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 17% Maximum Zoom
Rotation: Between -45° and +45°
Grayscale: Apply to 100% of images
Saturation: Between -41% and +41%
Brightness: Between -17% and +17%

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