Dataset Versions

v16

2023-07-07 3:25pm

Generated on Jul 7, 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

Isolate Objects: Applied
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -10° and +10°
Grayscale: Apply to 25% of images
Brightness: Between -30% and +30%
Blur: Up to 5px
Noise: Up to 3% of pixels

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