Dataset Versions

v4

2024-04-30 8:18am

Generated on Apr 30, 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 97%
240Images
Valid Set 2%
5Images
Test Set 1%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1920x1080

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
Noise: Up to 1.53% of pixels

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