Dataset Versions

v8

2023-10-23 5:33pm

Generated on Oct 23, 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 89%
87Images
Valid Set 7%
7Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 2 remapped, 0 dropped

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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