Dataset Versions

v32

2023-06-27 11:29am

Generated on Jun 27, 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.
Other Formats
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Dataset Split

Train Set 90%
3789Images
Valid Set 4%
158Images
Test Set 6%
249Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 480x640

Augmentations

Outputs per training example: 3
Blur: Up to 4px
Cutout: 3 boxes with 10% size each
Bounding Box: Brightness: Between -25% and +0%
Bounding Box: Noise: Up to 5% of pixels

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