Dataset Versions

v3

2024-02-07 7:12pm

Generated on Feb 7, 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.
Other Formats
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Dataset Split

Train Set 82%
800Images
Valid Set 10%
100Images
Test Set 8%
80Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 240x240

Augmentations

Outputs per training example: 2
Grayscale: Apply to 10% of images
Brightness: Between -15% and +15%
Blur: Up to 1px