Dataset Versions

v14

2024-05-17 9:17am

Generated on May 17, 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 86%
2538Images
Valid Set 14%
420Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 960x540

Augmentations

Outputs per training example: 2
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 0.14% of pixels

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