bruce wayne

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Object Detection

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v1

2022-04-17 3:49pm

Generated on Apr 17, 2022

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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Dataset Split

Train Set 86%
129Images
Valid Set 11%
17Images
Test Set 3%
4Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Noise: Up to 5% of pixels