Dataset Versions

v15

2024-07-29 2:48am

Generated on Jul 29, 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 92%
897Images
Valid Set 8%
80Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Saturation: Between -21% and +21%
Brightness: Between -7% and +7%
Exposure: Between -7% and +7%
Blur: Up to 2.6px
Noise: Up to 0.61% of pixels

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