Dataset Versions

v10

2023-02-07 1:36pm

Generated on Feb 7, 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.
Other Formats
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Dataset Split

Train Set 94%
1026Images
Valid Set 5%
50Images
Test Set 2%
20Images

Preprocessing

Static Crop: 14-99% Horizontal Region, 11-96% Vertical Region

Augmentations

Outputs per training example: 3
Hue: Between -30° and +30°
Saturation: Between -30% and +30%
Brightness: Between -10% and +10%

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