Dataset Versions

v14

2023-09-02 11:04pm

Generated on Sep 2, 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 88%
1428Images
Valid Set 9%
142Images
Test Set 3%
52Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 41% Maximum Zoom
Shear: ±27° Horizontal, ±9° Vertical
Saturation: Between -20% and +20%

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