Dataset Versions

v11

2023-01-27 3:24am

Generated on Jan 26, 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 85%
6552Images
Valid Set 15%
1190Images
Test Set 0%
7Images

Preprocessing

Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 1
Flip: Horizontal
Grayscale: Apply to 100% of images
Brightness: Between -40% and +40%
Exposure: Between -15% and +15%
Blur: Up to 0.75px

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