Dataset Versions

v88

2023-07-23 3:37am

Generated on Jul 22, 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.
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Dataset Split

Train Set 88%
3414Images
Valid Set 8%
327Images
Test Set 4%
159Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 56 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Brightness: Between -9% and +9%
Bounding Box: Blur: Up to 2.5px

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