Dataset Versions

v27

2022-10-10 5:45pm

Generated on Oct 10, 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 100%
5025Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Static Crop: 10-94% Horizontal Region, 47-100% Vertical Region
Resize: Stretch to 1200x1200
Modify Classes: 12 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 0.75px
Noise: Up to 1% of pixels

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