Dataset Versions

v11

2023-09-11 8:56pm

Generated on Sep 11, 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
Resize: Stretch to 640x480
Modify Classes: 8 remapped, 8 dropped
Filter by Tag: 0 required, 1 dropped

Augmentations

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