Dataset Versions

v3

2024-04-29 12:53am

Generated on Apr 28, 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 92%
4732Images
Valid Set 6%
304Images
Test Set 2%
112Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Blur: Up to 2.3px
Noise: Up to 1.96% of pixels

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