Dataset Versions

v3

2023-04-19 5:11pm

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 91%
855Images
Valid Set 6%
53Images
Test Set 4%
33Images

Preprocessing

Resize: Stretch to 720x405

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 21% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -18% and +18%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Exposure: Between -20% and +20%

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