Dataset Versions

v10

2023-10-24 4:09pm

Generated on Oct 24, 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 90%
1659Images
Valid Set 5%
98Images
Test Set 4%
81Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Grayscale: Apply to 70% of images
Bounding Box: Blur: Up to 9px

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