Dataset Versions

v6

2023-01-21 7:04pm

Generated on Jan 22, 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 89%
204Images
Valid Set 9%
20Images
Test Set 3%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 30% Maximum Zoom

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