Dataset Versions

v4

2023-02-12 12:58pm

Generated on Feb 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.
Other Formats
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Dataset Split

Train Set 77%
249Images
Valid Set 14%
44Images
Test Set 9%
29Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -75° and +75°
Saturation: Between -75% and +75%
Brightness: Between -25% and +25%

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