Dataset Versions

v8

2023-02-05 7:26pm

Generated on Feb 5, 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 96%
6924Images
Valid Set 2%
161Images
Test Set 2%
154Images

Preprocessing

Modify Classes: 0 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -15% and +15%
Brightness: Between -25% and +25%
Noise: Up to 3% of pixels

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