Dataset Versions

v5

2022-10-27 4:58pm

Generated on Oct 27, 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 92%
123Images
Valid Set 7%
9Images
Test Set 1%
2Images

Preprocessing

Resize: Stretch to 320x320
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Noise: Up to 4% of pixels

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