Dataset Versions

v15

2023-08-18 1:45pm

Generated on Aug 18, 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 93%
13404Images
Valid Set 4%
626Images
Test Set 2%
329Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1280
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +0%

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