Dataset Versions

v2

2024-03-15 11:06am

Generated on Mar 15, 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.
Other Formats
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Dataset Split

Train Set 97%
84Images
Valid Set %
0Images
Test Set 3%
3Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 25-69% Vertical Region
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Blur: Up to 2.5px
Noise: Up to 1.29% of pixels

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