Dataset Versions

v7

2022-06-27 9:57pm

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%
1392Images
Valid Set 7%
100Images
Test Set 1%
21Images

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

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