Dataset Versions

v1

2023-12-12 5:23pm

Generated on Dec 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 89%
2119Images
Valid Set 7%
161Images
Test Set 4%
91Images

Preprocessing

Resize: Fit (reflect edges) in 640x640

Augmentations

Outputs per training example: 3
Exposure: Between -5% and +5%

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