Dataset Versions

v3

2021-12-05 1:29am

Generated on Dec 4, 2021

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%
645Images
Valid Set 6%
39Images
Test Set 3%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
Blur: Up to 1px
Noise: Up to 16% of pixels
Cutout: 4 boxes with 30% size each

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