Dataset Versions

v35

2024-04-25 2-09pm - for pre-labelling model -no resize-

Generated on Apr 25, 2024

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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 95%
359Images
Valid Set 2%
9Images
Test Set 2%
9Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 10
Flip: Horizontal, Vertical
Brightness: Between -21% and +21%
Blur: Up to 1px

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