Dataset Versions

v15

2024-02-07 11:26am

Generated on Feb 7, 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.
Other Formats
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Dataset Split

Train Set 89%
3120Images
Valid Set 4%
143Images
Test Set 7%
238Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 420x420

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Noise: Up to 1.8% of pixels

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