Dataset Versions

v1

Images-2021-12-09

Generated on Dec 9, 2021

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 88%
2295Images
Valid Set 8%
218Images
Test Set 4%
109Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -12° and +12°
Brightness: Between -32% and +32%
Bounding Box: Blur: Up to 2px

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