Dataset Versions

v8

2023-11-21 8:16am

Generated on Nov 21, 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.
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Dataset Split

Train Set 90%
5874Images
Valid Set 4%
273Images
Test Set 6%
401Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 1920x1920
Modify Classes: 9 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -50% and +50%
Brightness: Between -34% and +34%

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