Dataset Versions

v5

2022-11-22 11:15am

Generated on Nov 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 82%
440Images
Valid Set 10%
56Images
Test Set 7%
40Images

Preprocessing

Resize: Stretch to 1024x1024

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 0.5px

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