Dataset Versions

v6

2023-04-19 5:57pm

Generated on Apr 19, 2023

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 79%
480Images
Valid Set 16%
98Images
Test Set 5%
33Images

Preprocessing

Resize: Stretch to 720x405

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 21% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Flip: Horizontal

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