A kitchen scale with camera-assisted food notes
Combine a measured food weight with a camera-assisted food diary.
A source to explore and a proposed direction to develop. This is not a full build assessment.
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Combine a measured food weight with a camera-assisted food diary.
CAIBI’s proposed addition: Build and calibrate the scale alone first. Require user confirmation of food identity and separate measured grams from uncertain nutrition estimates.
Start with the original
Experimental tutorial
Source inspected 10 October 2026. Instructions introduce a PaperColor controller and LAN proxy beyond the two sensor nodes. Complete parts, companion files and API setup need reconciliation; unsuitable for medical or allergy decisions. Not built or assessed by CAIBI.
See the original source for its photos and demonstrations. We have not copied imagery without confirmed reuse rights. A source prototype is not a photo of this proposed CAIBI build.
From source to something you can finish
What the source provides: An experimental camera/scale workflow involving several devices and a proxy.
What still needs doing: Complete the hardware inventory and service requirements; identification and nutrition estimates are not verified measurements.
Your first milestone: Make the scale-only baseline repeatable before connecting a camera or inference service.
Prompts to move it forward
Copy a prompt into your AI tool with the source material and your actual parts. Work through one small step at a time and check the output before using it. Choose an AI tool or practise the skills first.
Check the source before buying
Review the source material I supply for A kitchen scale with camera-assisted food notes. Make a table of what is provided, missing, contradictory or dependent on a paid service. Identify exact hardware revisions, firmware files, library versions, CAD files and licences. Separate creator claims from your proposed additions. Do not fill gaps with guessed specifications. Finish with one small test that can resolve the biggest uncertainty before I buy parts. Sources: Experimental tutorial: https://www.schematik.io/projects/ai-nutrition-kitchen-scale-kk3u
Plan the next step
I want to develop this idea: A kitchen scale with camera-assisted food notes. Intended outcome: Combine a measured food weight with a camera-assisted food diary. The source is https://www.schematik.io/projects/ai-nutrition-kitchen-scale-kk3u. CAIBI suggests: Build and calibrate the scale alone first. Require user confirmation of food identity and separate measured grams from uncertain nutrition estimates. First inspect the source I supply. Separate what it already does from proposed additions. Ask for my actual board, parts, skill level and missing files. Produce a small staged plan with one bench test per stage. Do not invent pin assignments, dimensions or completed test results. Sources: Experimental tutorial: https://www.schematik.io/projects/ai-nutrition-kitchen-scale-kk3u
Design a measured enclosure
Help me design a practical enclosure for A kitchen scale with camera-assisted food notes. First ask for measured component dimensions, mounting holes, connectors, cable clearance, ventilation and operating conditions. Suggest a printable or off-the-shelf approach. Begin with a fit-test piece before a complete case. Label assumptions and do not invent an enclosure rating. Sources: Experimental tutorial: https://www.schematik.io/projects/ai-nutrition-kitchen-scale-kk3u
Check and document the result
Create a test log for A kitchen scale with camera-assisted food notes. Intended outcome: Combine a measured food weight with a camera-assisted food diary. Separate expected behaviour from observed results. Include power restart, disconnected inputs, communication failure and the actual physical use. Ask me to provide results, firmware versions, changes, photos and unresolved problems. Never mark a test passed without my evidence. Sources: Experimental tutorial: https://www.schematik.io/projects/ai-nutrition-kitchen-scale-kk3u
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