Dataset Versions

v12

2024-12-23 11:31pm

Generated on Dec 23, 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 88%
3888Images
Valid Set 8%
370Images
Test Set 4%
183Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 4.4px
Noise: Up to 7.98% of pixels