v3

2024-06-10 4:28am

Generated on Jun 10, 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 91%
1192Images
Valid Set 3%
45Images
Test Set 6%
75Images

Preprocessing

Static Crop: 0-100% Horizontal Region, 0-100% Vertical Region
Grayscale: Applied

Augmentations

Outputs per training example: 3
Saturation: Between -24% and +24%

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