Dataset Versions

v2

2023-05-23 10:02pm

Generated on May 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 92%
10557Images
Valid Set 5%
577Images
Test Set 3%
307Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 420x420

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Saturation: Between -70% and +70%
Blur: Up to 2.25px

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