Dataset Versions

v16

Stacking_Noise

Generated on Mar 9, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 82%
1848Images
Valid Set 9%
204Images
Test Set 9%
205Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 4 remapped, 0 dropped

Augmentations

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

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