Dataset Versions

v8

2022-06-28 4:15am

Generated on Jun 28, 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 92%
1383Images
Valid Set 7%
103Images
Test Set 2%
23Images

Preprocessing

Isolate Objects: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Shear: ±8° Horizontal, ±8° Vertical
Blur: Up to 1.25px
Noise: Up to 2% of pixels