Dataset Versions

v13

2022-12-21 6:41pm

Generated on Dec 21, 2022

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 48%
1509Images
Valid Set 3%
89Images
Test Set 2%
59Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 2% of images
Exposure: Between -5% and +5%
Bounding Box: Blur: Up to 0.25px

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