Dataset Versions

v3

2023-06-01 3:28am

Generated on May 31, 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 96%
2700Images
Valid Set 2%
50Images
Test Set 2%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1280x720

Augmentations

Outputs per training example: 3
Noise: Up to 1% of pixels
Cutout: 3 boxes with 10% size each

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