Dataset Versions

v3

2022-08-18 10:37am

Generated on Aug 18, 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 87%
114Images
Valid Set 8%
10Images
Test Set 5%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Bounding Box: Shear: ±21° Horizontal, ±21° Vertical
Bounding Box: Blur: Up to 1.75px

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