Dataset Versions

v8

2023-12-26 3:43pm

Generated on Dec 26, 2023

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 92%
3398Images
Valid Set 5%
200Images
Test Set 3%
100Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Saturation: Between -9% and +9%
Exposure: Between -9% and +9%
Blur: Up to 2px
Noise: Up to 5% of pixels

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