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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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4 months ago
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v3

2024-02-05 6:04pm

Generated on Feb 5, 2024
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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261 Total Images

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Dataset Split

Train Set 87%
228Images
Valid Set %
0Images
Test Set 13%
33Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical