Dataset Versions

v3

Version 3 no noise- less validation set

Generated on Sep 10, 2022

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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.
CreateML JSON
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Dataset Split

Train Set 92%
2028Images
Valid Set 6%
126Images
Test Set 2%
50Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-50% Horizontal Region, 0-100% Vertical Region

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Exposure: Between -30% and +30%

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