Dataset Versions

v1

2023-10-23 8:10pm

Generated on Oct 23, 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 82%
1782Images
Valid Set 9%
191Images
Test Set 9%
192Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Blur: Up to 1px
Bounding Box: Noise: Up to 3% of pixels

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