Dataset Versions

v3

2022-12-09 8:21pm

Generated on Dec 9, 2022

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.
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Dataset Split

Train Set 76%
1798Images
Valid Set 11%
253Images
Test Set 13%
300Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 460x460

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Vertical
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 3px

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