Dataset Versions

v6

2023-09-10 7:11pm

Generated on Sep 10, 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 82%
1712Images
Valid Set 12%
244Images
Test Set 6%
121Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x240
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Brightness: Between -20% and +20%

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