Dataset Versions

v3

3rdv

Generated on Dec 28, 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 89%
618Images
Valid Set 4%
30Images
Test Set 7%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -30° and +30°
Brightness: Between -40% and +40%
Exposure: Between -15% and +15%
Blur: Up to 1px

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