Dataset Versions

v5

2023-06-02 11:01am

Generated on Jun 2, 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 93%
23908Images
Valid Set 7%
1880Images
Test Set 0%
33Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x720

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -40% and +40%

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