Dataset Versions

v1

2022-11-27 5:03pm

Generated on Nov 27, 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 92%
2967Images
Valid Set 4%
122Images
Test Set 4%
124Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Mosaic: Applied
Bounding Box: Shear: ±11° Horizontal, ±10° Vertical

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