Dataset Versions

v5

2022-12-02 11:48pm

Generated on Dec 2, 2022

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.
Other Formats
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Dataset Split

Train Set 71%
12Images
Valid Set 24%
4Images
Test Set 6%
1Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -125° and +125°
Exposure: Between -20% and +20%

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