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Upgrade YOLO Models to v11 with User-Selectable Sizes #468

@rahulharpal1603

Description

@rahulharpal1603

Description

Update from YOLOv8n to YOLOv11 for improved performance and accuracy. Add a user preference system for model size selection (nano, small(default), medium).

Tasks

  • Export YOLOv11 models (nano, small, medium) in ONNX format for object and face detection
  • Create user_preferences property in the metadata table of the SQLite database
  • Refactor YOLOv8.py to handle multiple model sizes
  • Add API endpoint GET/PUT /user-preferences for model selection
  • Update UI with model selection in onboarding and settings

Expected Outcome

Users can choose between different YOLO model sizes based on their hardware capabilities and performance needs.

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