Dataset Versions

v8

2022-12-16 7:35pm

Generated on Dec 16, 2022

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Pascal VOC XML
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PaliGemma
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Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -20° and +20°
Shear: ±30° Horizontal, ±30° Vertical
Grayscale: Apply to 25% of images
Hue: Between -31° and +31°
Exposure: Between -25% and +25%
Noise: Up to 10% of pixels
Mosaic: Applied

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