Dataset Versions

v7

augment

Generated on Jan 23, 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 92%
5460Images
Valid Set 8%
463Images
Test Set %
0Images

Preprocessing

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Hue: Between -42° and +42°
Saturation: Between -45% and +45%
Brightness: Between -20% and +20%
Bounding Box: Brightness: Between -15% and +15%

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