Dataset Versions

v3

2024-10-30 1:58pm

Generated on Oct 30, 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 91%
2847Images
Valid Set 7%
231Images
Test Set 2%
56Images

Preprocessing

Resize: Stretch to 800x800

Augmentations

Outputs per training example: 3
Grayscale: Apply to 4% of images
Saturation: Between -12% and +12%
Brightness: Between -14% and +14%

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