Dataset Versions

v1

2022-06-12 4:19pm

Generated on Jun 12, 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.
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Dataset Split

Train Set 83%
15Images
Valid Set 6%
1Images
Test Set 11%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Saturation: Between -18% and +18%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1.25px
Noise: Up to 3% of pixels

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