Dataset Versions

v2

2023-08-04 10:46pm

Generated on Aug 5, 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.
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Dataset Split

Train Set 83%
2230Images
Valid Set 12%
321Images
Test Set 5%
145Images

Preprocessing

Resize: Stretch to 416x208

Augmentations

Outputs per training example: 2
Brightness: Between -21% and +21%
Noise: Up to 8% of pixels

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