Dataset Versions

v3

Revised v3

Generated on Jun 19, 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 95%
3045Images
Valid Set 5%
149Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 126x126
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 1.75px
Noise: Up to 8% of pixels

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