Dataset Versions

v1

2024-03-18 6:04pm

Generated on Mar 18, 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 97%
227Images
Valid Set 2%
4Images
Test Set 2%
4Images

Preprocessing

Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 3
Grayscale: Apply to 10% of images
Brightness: Between -15% and +15%

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