Dataset Versions

v2

2023-02-20 6:32pm

Generated on Feb 20, 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 80%
4078Images
Valid Set 15%
763Images
Test Set 5%
249Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 2 remapped, 2 dropped

Augmentations

Outputs per training example: 1
Blur: Up to 10px

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