Dataset Versions

v1

logov1

Generated on May 2, 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 93%
75Images
Valid Set 4%
3Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 700x750
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -15% and +15%
Bounding Box: Brightness: Between -15% and +15%

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