Determination of Fruits and Recipe Suggestion
2021-09-24 | By M5Stack
License: General Public License Arduino
* Thanks to the project info and source code provided by @Shrishail Kumbhar
In average home refrigerators and food storages, we keep over 50-100 products at a time, most of the time we forget about many of these products and these products go to waste or people unknowingly eat these expired food products. This causes stomach aches, food poisoning, diarrhea, and many worse things. I am creating a smart device to solve this issue and avoid wastage of food.
Video demo
I am building a device using AWS Edukit which will be placed on the refrigerator door and will read any food product you store into the refrigerator; it will detect the product using object detection and it will give you a food recipe on detection. If you scan the QRcode it will show various recipes that can be made using the detected item. It will also send an email containing links to recipes using Amazon SES.
It will use AWS Edukit along with the ESP32 Camera Module.
1. It will use Edge impulse for Object Detection
2 It will detect the item when it is placed in front of the camera, the edge impulse model will run and will predict the item. Then it will generate a QRcode which, when scanned will provide recipes. Also using the Amazon SES mail server, it will send an email containing a link to recipes.
Many features of EduKit are being used, and it will be a great product in the future as an addon for existing food storage.
Working:
1. welcome
2. We have to press middle button to start
3. QR Code
4. Model testing
5. Mail containing recipes link
Conclusion:
The project is predicting images correctly and gives recipes to the users. I am very happy to share my project. It was great learning.
Future:
1 Adding more food products for classification
2 Making it portable.
3 Adding alert system.