Dataset Versions

v3

2024-11-10 3:56am

Generated on Nov 10, 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 88%
123Images
Valid Set 9%
12Images
Test Set 3%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 3
Cutout: 3 boxes with 10% size each
Bounding Box: Crop: 0% Minimum Zoom, 23% Maximum Zoom

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