Dataset Versions

v2

2023-06-30 8:00am

Generated on Jun 30, 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.
Other Formats
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Dataset Split

Train Set 84%
2414Images
Valid Set 11%
325Images
Test Set 4%
121Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 320x240

Augmentations

Outputs per training example: 2
Blur: Up to 2.5px
Bounding Box: Exposure: Between -15% and +15%
Bounding Box: Noise: Up to 5% of pixels

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