Dataset Versions

v9

2024-08-17 3:00pm

Generated on Aug 17, 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.
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Dataset Split

Train Set 90%
1350Images
Valid Set 7%
109Images
Test Set 3%
46Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 250x640

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Noise: Up to 1.01% of pixels

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