Dataset Versions

v2

2023-05-07 10:26am

Generated on May 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 86%
1529Images
Valid Set 9%
156Images
Test Set 5%
87Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 68 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px

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