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NEU Object Detection

Object Detection

NEU Object Detection Image Dataset

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2024-03-06 5:27pm
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v12

2024-02-13 2:03am

Generated on Feb 12, 2024
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Pascal VOC XML
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PaliGemma
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3252 Total Images

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Dataset Split

Train Set 89%
2892Images
Valid Set %
0Images
Test Set 11%
360Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 320x320
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Bounding Box: Flip: Horizontal