Dataset Versions

v5

2023-01-17 3:03pm

Generated on Jan 17, 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 87%
1284Images
Valid Set 8%
118Images
Test Set 5%
74Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 192x192

Augmentations

Outputs per training example: 3
Noise: Up to 1% of pixels
Mosaic: Applied

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