Nothern Lights

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Polar lights

Object Detection

Polar lights Image Dataset

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2024-05-04 1:00pm
v34
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v1
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8 months ago
v34

2024-05-04 1:00pm

Generated on May 4, 2024
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Popular Download Formats

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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1431 Total Images

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Dataset Split

Train Set 70%
998Images
Valid Set 13%
184Images
Test Set 17%
249Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x600
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 2
Bounding Box: Blur: Up to 2px