Dataset Versions

v14

2024-07-07 10:29am

Generated on Jul 7, 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 82%
3864Images
Valid Set 9%
414Images
Test Set 9%
414Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
Grayscale: Apply to 20% of images
Bounding Box: Brightness: Between -16% and +16%

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