Dataset Versions

v13

2023-09-11 11:38am

Generated on Sep 11, 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 96%
300Images
Valid Set 4%
11Images
Test Set %
0Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -24% and +24%
Exposure: Between -15% and +15%
Blur: Up to 9.75px
Noise: Up to 7% of pixels
Bounding Box: Blur: Up to 4px

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