Dataset Versions

v3

2023-04-11 10:45pm

Generated on Apr 11, 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 88%
6366Images
Valid Set 8%
604Images
Test Set 4%
304Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 5 remapped, 5 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 0.5px
Noise: Up to 1% of pixels

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