Dataset Versions

v8

2023-10-24 11:34am

Generated on Oct 24, 2023

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%
669Images
Valid Set 8%
60Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Saturation: Between -14% and +14%
Brightness: Between -12% and +12%
Exposure: Between -8% and +8%
Blur: Up to 2.5px
Noise: Up to 2% of pixels
Cutout: 3 boxes with 10% size each