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EUR

Object Detection

EUR Image Dataset

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Versions
2023-11-02 3:56pm
v2
Nov 2, 2023
2023-11-02 1:26pm
v1
Nov 2, 2023
v1

2023-11-02 1:26pm

Generated on Nov 2, 2023
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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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2342 Total Images

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Dataset Split

Train Set 87%
2049Images
Valid Set 8%
196Images
Test Set 4%
97Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -10° and +10°
Grayscale: Apply to 10% of images
Hue: Between -15° and +15°
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1px
Cutout: 5 boxes with 3% size each