Dataset Versions

v8

2024-07-18 11:32pm

Generated on Jul 18, 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 82%
10730Images
Valid Set 12%
1533Images
Test Set 6%
759Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Saturation: Between -12% and +12%
Blur: Up to 1.2px
Bounding Box: Brightness: Between -5% and +5%
Bounding Box: Exposure: Between -6% and +6%
Bounding Box: Noise: Up to 0.5% of pixels

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