Dataset Versions

v10

2022-10-22 11:05am

Generated on Oct 22, 2022

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 99%
2307Images
Valid Set 0%
1Images
Test Set 1%
29Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 1.75px
Noise: Up to 5% of pixels

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