Dataset Versions

v11

2023-06-29 5:14pm

Generated on Jun 29, 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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Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 1 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -26% and +26%
Exposure: Between -21% and +21%
Blur: Up to 1px
Mosaic: Applied

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