v4

2023-04-18 5:35pm

Generated on Apr 18, 2023

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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 88%
753Images
Valid Set 8%
71Images
Test Set 4%
35Images

Preprocessing

Resize: Stretch to 800x600

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%

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