Dataset Versions

v45

2024-06-26 3:55am

Generated on Jun 26, 2024

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 90%
123Images
Valid Set 10%
13Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 1280x1280
Modify Classes: 20 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -3% and +3%
Exposure: Between -3% and +3%
Blur: Up to 0.1px
Noise: Up to 0.12% of pixels