Dataset Versions

v14

2023-02-05 3:47pm

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.
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Dataset Split

Train Set 71%
3126Images
Valid Set 20%
880Images
Test Set 9%
410Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 1
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -35% and +35%
Blur: Up to 1.5px

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