Dataset Versions

v9

2024-05-09 10:19pm

Generated on May 9, 2024

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.
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Dataset Split

Train Set 94%
89Images
Valid Set 4%
4Images
Test Set 2%
2Images

Preprocessing

Auto-Orient: Applied
Static Crop: 22-80% Horizontal Region, 0-100% Vertical Region
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Blur: Up to 0.5px

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