xrdevice

xrdevice

Object Detection

xrdevice Image Dataset

v1

2023-11-05 7:22pm

Generated on Nov 5, 2023

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 92%
6018Images
Valid Set 5%
347Images
Test Set 3%
174Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 1px
Noise: Up to 3% of pixels

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