Dataset Versions

v3

640 60-40

Generated on Dec 31, 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 60%
3607Images
Valid Set 40%
2390Images
Test Set %
0Images

Preprocessing

Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Rotation: Between -45° and +45°
Noise: Up to 5% of pixels

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