Dataset Versions

v14

2023-09-12 5:33pm

Generated on Sep 12, 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 88%
14838Images
Valid Set 9%
1435Images
Test Set 3%
550Images

Preprocessing

Modify Classes: 21 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Noise: Up to 2% of pixels
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 10% Maximum Zoom
Bounding Box: Brightness: Between -15% and +15%

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