Family Dataset

v2

2024-01-21 12:20am

Generated on Jan 21, 2024

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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 79%
27Images
Valid Set 12%
4Images
Test Set 9%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1270
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images

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