Dataset Versions

v5

2024-08-16 12:52am

Generated on Aug 16, 2024

Popular Download Formats

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.
Other Formats
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Dataset Split

Train Set 93%
687Images
Valid Set 5%
34Images
Test Set 2%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -34% and +34%
Exposure: Between -10% and +10%
Blur: Up to 2.7px
Noise: Up to 1.68% of pixels

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