This Ai Smart Scale Will Change Your Diet Forever
Made by engineering-dads / 3D Printing / Artificial intelligence / Food & Drinks / IoT
About the project
Are you tired of using traditional food scales that only provide you with weight measurements? Introducing the revolutionary smart scale that will change your diet forever! This innovative device uses artificial intelligence
Project info
Difficulty: Difficult
Platforms: Raspberry Pi
Estimated time: 2 weeks
License: GNU General Public License, version 3 or later (GPL3+)
Items used in this project
Hardware components
Story
This innovative device uses artificial intelligence and engineering expertise, similar to what you'd find in a Raspberry Pi project, to provide you with a comprehensive nutritional breakdown of your food. With its high-tech 3D printed design, this digital food scale is not only accurate but also easy to use. Say goodbye to tedious meal planning and hello to a healthier you! By using this smart food scale, you'll be able to make informed decisions about your diet and reach your fitness goals in no time. Whether you're a fitness enthusiast or just looking to maintain a healthy lifestyle, this smart scale is the perfect tool for you.
This project works by using 2 raspberry pi's, one being a client (raspberry pi zero 2 W) and one being the server (raspberry pi 4)
The setup features a camera positioned above a weighing platform, providing a live video feed to a machine learning model that identifies the food placed on the scale. This custom-trained TensorFlow Lite food-recognition model runs on a Raspberry Pi 4 Model B, which acts as a server for the scale system. During testing, the model has shown great potential for streamlining meal prep. It successfully identifies ingredients like rice, pasta, chicken, and red meat, logging their weights and automatically filling in nutritional details. This makes tracking meal prep faster and more efficient.
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