Dataset Versions

v15

2024-12-09 4:00pm

Generated on Dec 9, 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 64%
852Images
Valid Set 19%
255Images
Test Set 17%
228Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -10% and +10%
Brightness: Between -4% and +4%
Exposure: Between -4% and +4%

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