Dataset Versions

v3

2022-10-14 3:12pm

Generated on Oct 14, 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 82%
936Images
Valid Set 12%
134Images
Test Set 7%
76Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -30% and +30%
Blur: Up to 1.5px

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