Dataset Versions

v4

2023-10-12 1:09pm

Generated on Oct 12, 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.
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Dataset Split

Train Set 82%
9804Images
Valid Set 12%
1375Images
Test Set 6%
718Images

Preprocessing

Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 2
Saturation: Between -40% and +40%
Brightness: Between -45% and +45%
Exposure: Between -25% and +25%
Blur: Up to 5px
Noise: Up to 5% of pixels

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