Dataset Versions

v5

2023-02-20 11:30pm

Generated on Feb 20, 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 75%
11734Images
Valid Set 25%
3911Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Grayscale: Apply to 50% of images
Saturation: Between -50% and +50%
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 3% of pixels

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