Progress This Week
Our team made meaningful progress across hardware, cloud integration, and software components in preparation for the final project deadline
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Computer Vision & Cloud Integration: The YOLOv5 model has been finalized and benchmarked for accuracy and inference speed on the Raspberry Pi, it is deployed through the cloud pipeline.
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Hardware & Imaging: The motorized camera slider with stepper control and ring light is operational and is linked with the camera system for synchronized scanning.
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Mobile Application & Recommendation System: The recipe recommendation system is functional and integrated into the app’s UI. It makes use of a query based system to return the top recommendations.
Current Status - Our project is on schedule with all major components nearing full integration. Our efforts are focused on fine-tuning the system to ensure seamless interaction between all components in order to prepare for the final demo.
Goals for next week
- Finalize camera and cloud transmission pipeline
- Complete backend-mobile app communication for fridge scans
- End-to-end testing across modules
- Complete final deliverables