Dataset Versions

v7

2024-04-02 7:41pm

Generated on Apr 2, 2024

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 97%
2091Images
Valid Set 3%
60Images
Test Set 1%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x360

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Blur: Up to 0.6px

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