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Food Image Recognition And Calorie Prediction Using CNN Approach

Pranjal Ranjan Ranjan

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Abstract

In this paper, we propose a food recognition system that when feed with the right amount of data can help a user monitor hisher day-to-day intake of calories. The user inputs an image from the gallery or mobile phone camera. Our Work is to first determine the Category of food and after predicting the category of Food(Fruit or Vegetable) Our System determining the Category of that Image(Either the Image is in the Category of Food or Vegetable) After Determining these Things We are predicting the Calorie of that Food as well. In This Our Work is totally based on the deep learning Algorithms. Deep learning and is used to recognize the image and based on The image it will Identify the Category. Our System Comprises with several segmentation and image parameters as well. If a system informs the nutritional information of a food item and classify it as healthy or non-healthy to the user, then people are able to identify their daily intake of calorie Value of their food items.

Copyright

Copyright © 2023 Pranjal Ranjan. This is an open access article distributed under the Creative Commons Attribution License.

Paper Details
Paper ID: IJPREMS30400028069
ISSN: 2321-9653
Publisher: ijprems
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