Dataset Versions

v2

2022-08-31 4:52am

Generated on Aug 31, 2022

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 88%
10068Images
Valid Set 8%
959Images
Test Set 4%
479Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 608x608
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels

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