Dataset Versions

v3

2024-11-02 4:00pm

Generated on Nov 2, 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 90%
2272Images
Valid Set 5%
120Images
Test Set 5%
121Images

Preprocessing

Resize: Stretch to 1024x1024

Augmentations

Outputs per training example: 4
Flip: Horizontal
Crop: 8% Minimum Zoom, 26% Maximum Zoom
Brightness: Between -12% and +12%