Dataset Versions

v11

2022-04-02 2:51pm

Generated on Apr 2, 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 97%
1011Images
Valid Set 0%
2Images
Test Set 3%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 3% of pixels
Cutout: 5 boxes with 10% size each

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