AI-powered food recognition for smarter eating and dining.

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March 24, 2023

LogMeal

Food analysis

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AI-powered food recognition for smarter eating and dining.

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Overview

LogMeal Food AI is a comprehensive tool for food recognition, tracking, nutrition analysis, and fast restaurant checkout. The software uses advanced deep learning algorithms to identify over 1300 different dishes, ingredients, and nutritional information based on food images.

It provides an efficient and cost-effective solution for self-service restaurants to improve customer satisfaction and reduce waiting times by providing a touchless checkout kiosk.

LogMeal's API is also 100% integrable with other apps, providing personalized and customized learning and customization. Customers can modify, add or remove ingredients, and estimate food quantity from the image.

Moreover, the software offers real-time consumption analysis services, enhancing food tracking for elderly people, diabetes or renal disease patients, and those with a healthy lifestyle.

LogMeal has a team of experts in food recognition, including over 25 international papers published and up to 30 years of experience in computer vision and AI.

It has been successful in providing AI food detection solutions for various contexts, including medical solutions, autonomous checkout devices for self-service restaurants, and personalized nutrition estimation.

LogMeal is augmented by robotics and automation revolutionaries from institutions such as University Medical Center Groningen, Computer Vision Center UAB, and Eurecat Technological Center.

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February 11, 2022

Initial release of LogMeal.

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Food analysis LogMeal

Food analysis

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Pros and Cons

Pros

Recognizes 1300+ dishes/ingredients

Touchless checkout kiosk

100% API integrable

Real-time consumption analysis

Strong team expertise

Published 25 international papers

30 years in computer vision

Automated food tracking

Medical nutrition estimation

Personalized learning/customization

Micro & Macro nutritional information

Ingredient modification feature

Estimate food quantity from image

Adaptable to various projects

Supported by reputed institutions

Enhances customer satisfaction

Reduced waiting times

Cost-effective for businesses

Practical for self-service restaurants

Usable in medical solutions

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Cons

Limited to 1300 dishes

Cannot handle complex dishes

Dependent on image quality

Limited customization

No real-time support

Assumes standard ingredient quantities

Might not recognize unique ingredients

Estimation based on single image

Bias towards self-service restaurants

Vulnerable to lighting conditions

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Q&A

What is LogMeal Food AI?

LogMeal Food AI is a comprehensive tool for food recognition, tracking, nutrition analysis, and fast restaurant checkout. It identifies over 1300 different dishes, ingredients, and nutritional information based on food images using advanced deep learning algorithms. LogMeal also provides a touchless checkout solution for self-service restaurants to improve customer satisfaction and reduce waiting times.

How does image recognition work in LogMeal?

Image recognition in LogMeal works through deep learning algorithms. The software analyses food images to identify more than 1300 different dishes and ingredients. The algorithms are optimized to give detailed results based on the most extensive food image dataset available globally.

Can LogMeal recognize and analyze nutrition information based on images of food?

Yes, LogMeal is capable of analyzing nutritional information based on images of food. It is designed to identify dishes and ingredients, and calculate micro and macro nutritional data from food images.

How can LogMeal be used in self-service restaurants?

LogMeal can be used in self-service restaurants by providing a touchless checkout solution. This helps to expedite customer checkout times, improves customer satisfaction, and overall reduces cost.

What is the touchless checkout kiosk function of LogMeal?

The touchless checkout kiosk function of LogMeal is a fast, automated solution for self-service restaurants. It is designed to provide a streamlined checkout process, significantly reducing waiting times and improving customer service by enabling users to quickly confirm their meal choices and pay without manual interference.

Is LogMeal's API integrable with other apps?

Yes, LogMeal's API is completely integrable with other apps. This means other applications can use the service to add or enhance their own food recognition and nutrition analysis functionalities.

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Can customers customize food ingredients and estimate food quantities using LogMeal?

Yes, customers can modify, add, or remove ingredients and estimate food quantity from the image using LogMeal. This provides a more personalized user experience and custom nutritional information based on an individual’s specific diet or portion size.

Who can benefit from LogMeal's real-time consumption analysis services?

Real-time consumption analysis services of LogMeal can benefit individuals with specific dietary needs, such as elderly people or patients with diabetes or renal diseases. This feature can also be beneficial for those who are keen on maintaining a healthy lifestyle by closely monitoring their food intake.

Does LogMeal have a skilled team working on food recognition?

Yes, LogMeal have a skilled team of experts in food recognition, with over 25 international papers published and up to 30 years of experience in computer vision and AI. The team's expertise helps in continuously improving and optimizing LogMeal's food recognition and nutrition analysis capabilities.

Are there any case studies of successful implementation of LogMeal?

Yes, LogMeal has been implemented successfully in various contexts ranging from food tracking for elderly to medical solutions such as nutrition estimation for patients with diabetes or renal diseases. It has also been used for autonomous checkout devices in self-service restaurants.

Is LogMeal AI also supported in a medical capacity?

Yes, LogMeal AI is also used in medical capacities. LogMeal's solutions have been applied successfully in several projects and contexts related to health. For example, it has been used for nutrition estimation for patients with diabetes or renal diseases.

What dishes can LogMeal AI recognize?

LogMeal AI can recognize over 1300 different dishes, thanks to its extended food image dataset. This includes a wide range of dishes from across cuisines and different food ingredients.

What advanced algorithms are used in LogMeal Food AI?

LogMeal Food AI uses advanced deep learning algorithms to recognize and analyze food images. These algorithms enable the tool to identify a wide variety of dishes and ingredients and compute detailed nutritional data from food images.

How can LogMeal help reduce restaurant checkout times and costs?

LogMeal helps reduce checkout times and costs in restaurants by providing a touchless checkout kiosk. This technology allows customers to confirm their meal choices and pay rapidly without needing manual interference, reducing wait times and cost.

How detailed is the nutritional information provided by LogMeal?

Nutritional information provided by LogMeal is highly detailed. It includes both macro and micro nutritional data, accounting for a comprehensive analysis of the dishes and ingredients identified in a food image.

Can LogMeal provide personalized learning and customization to users?

Yes, LogMeal provides personalised learning and customization to users. It allows for modifications and estimations of food ingredients and quantities based on images. Additionally, it offers custom nutrition analysis, allowing users to more accurately track their nutritional intake based on their personal dietary needs or restrictions.

What institutions are supporting and using LogMeal?

Several institutions such as University Medical Center Groningen, Computer Vision Center UAB, and Eurecat Technological Center are supporting and using LogMeal. These organizations contribute to advancing LogMeal's capabilities and also use the tool in various capacities, ranging from food tracking for medical patients to research and development on AI and computer vision.

What is the API 100% integrable feature of LogMeal?

API 100% integrable feature of LogMeal means that LogMeal's services can be fully integrated with other software or applications. This allows businesses and developers to leverage LogMeal's image recognition and nutritional analysis capabilities within their own applications or systems.

How does LogMeal AI improve customer satisfaction in restaurants?

LogMeal improves customer satisfaction in restaurants by providing touchless checkout solutions. By streamlining the payment process and reducing wait times, LogMeal enhances the dining experience and overall satisfaction for restaurant customers.

Is LogMeal's service applicable in the health sector, especially for elderly, diabetes or renal disease patients?

Yes, LogMeal's service is highly applicable in the health sector. Elderly people, patients with diabetes or renal diseases, have benefited from LogMeal's food tracking and nutritional analysis capabilities. LogMeal helps these groups monitor their nutritional intake in real-time, making it easier to manage dietary restrictions or nutritional needs.

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