Dataset Versions

v5

2023-07-12 11:59am

Generated on Jul 12, 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%
1428Images
Valid Set 4%
60Images
Test Set 4%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1280x720
Modify Classes: 0 remapped, 141 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -18% and +18%
Blur: Up to 0.5px
Noise: Up to 1% of pixels

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