Dataset Versions

v2

2023-08-17 2:11pm

Generated on Aug 17, 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 82%
7788Images
Valid Set 12%
1110Images
Test Set 6%
558Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 250x250

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -25% and +25%

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