Dataset Versions

v2

2022-11-17 9:41am

Generated on Nov 17, 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 93%
609Images
Valid Set 7%
43Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x639

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between -32% and +32%
Blur: Up to 4.25px

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