Dataset Versions

v3

MT2

Generated on Feb 12, 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 70%
140Images
Valid Set 10%
20Images
Test Set 20%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 1
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels

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