Dataset Versions

v1

2023-01-16 9:01pm

Generated on Jan 16, 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 100%
23556Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Rotation: Between -9° and +9°
Saturation: Between -69% and +69%
Exposure: Between -14% and +14%
Blur: Up to 4.25px
Noise: Up to 2% of pixels
Mosaic: Applied

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