Dataset Versions

v8

2023-06-26 3:27pm

Generated on Jun 26, 2023

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.
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Dataset Split

Train Set 85%
210Images
Valid Set 7%
17Images
Test Set 8%
20Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 42% of images
Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 4px

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