Dataset Versions

v3

2023-11-24 10:49am

Generated on Nov 24, 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 85%
1953Images
Valid Set 8%
191Images
Test Set 7%
157Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 30% of images
Saturation: Between -25% and +25%
Noise: Up to 10% of pixels

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