With Nutrition-AI SDK you can create life-changing AI experiences and grow your mobile app business like never before. To learn how you can customize our SDK, please review our documentation page.
Grow your business & transform your coaching, fitness, health and life-style apps with our proprietary food recognition technology that can reduce logging times to seconds, make nutrition tracking exciting and engaging for your users.
Harness the power of AI to instantly identify a diverse range of foods. From whole foods and dishes to packaged foods.
Get access to the world's most comprehensive visual food database. Our extensive collection ensures accuracy and reliability.
Users can retrieve nutritional information from a vast array of product labels without having to open up the packaging.
Dive into a rich catalog of unique foods. From regional specialties to rare ingredients, our AI understands the diversity of global cuisines.
Our AI SDKs and Modules come equipped with reference applications and sample code allowing you to get up and running in no time.
The world's most comprehensive visual food database.
Quickly scan and recognize over 1.5 Million foods in real-time.
Using Optical Character Recognition (OCR), you can capture everything on nutrition facts labels.
When nutrition facts labels are hard to read, you can always directly scan UPC codes.
Enables fast and reliable logging of multiple foods and recipes via voice.
Quickly use text search to browse the full list of foods from our extensive database.
Log from a single food image, or an image of multiple foods are supported.
Easily add new foods to your user foods which are not currently in the database.
We offer a number of meal plans, curated by Passio’s certified Registered Dieticians.
Track your nutrition by viewing your daily micros and macros with easy-to-understand charts.
Lets users chat with our Nutrition-AI Advisor to recieve personalized nutrition advice.
Users can upload or capture images of foods they would like to log in our Nutrition-AI Advisor.
With Voice Logging, you can talk with our advisor to log your meals with your phone's mic.
Nutrition-AI Advisor can create a personalized meal plans based on the users nutrition goals.
Ask the advisor to check on your progress, and get personalized nutrition insights.
Track your nutrition easier by sharing with the advisor your nutrition goals.
Ditch the food scales and quickly measure food amounts with your phones camera.
Users can see their progress and generate detailed reports for a specific time frame.
Scan multiple ingredients at once and build custom recipes.
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Seamlessly integrates with Apple's AR Toolkits, allowing unique AR experiences.
Using Optical Character Recognition (OCR), you can capture everything on nutrition facts labels.
Build seamless and efficient iOS applications with our comprehensive AI SDKs, complete with reference applications and detailed documentation to accelerate your development process.
Develop powerful Android apps using our AI SDKs, equipped with sample code and resources to help you integrate advanced nutritional analysis and food recognition capabilities effortlessly.
Leverage our AI SDKs to create cross-platform applications in React Native, featuring resources and guides to streamline the integration of the nutrition tracker.
Utilize our AI SDKs to enhance your Flutter applications, offering robust tools to implement advanced nutrition insights and food recognition functionalities with ease.
Add to your existing applications, or use to create brand new apps. To learn more, please review our documentation page.
Choose a Nutrition-AI Hub subscription tier based on your needs, and get access to the following:
With a few lines of code, add our SDK into to your existing app, or build a brand new app:
Deploy your app to your users, then enhance the user experience by fine tuning UI/UX components:
Take a look at some of our features in action. Our SDK provides users with a faster and more engaging way to track foods and learn about nutrition.
Let your users ask AI Nutrition Coach to log foods, detect ingredients from images, generate personalized meal plans and recipes, and help make informed and healthy dietary choices.
Accurate, real-time food amount estimation, combined with Passio's leading food recognition technology is unleash a completely new era of user engagement and innovation in nutrition tracking.
Reel mode lets you easily record and post what you're eating on your social media, so you can share the wonderful experience of nutrition tracking with food recognition to the world.
Quickly create, or supercharge existing mobile applications with computer vision, searchable foods, logging, and more!
Tailored to new or small-scale applications preparing to grow.
(for roughly 1-50 users)
Features
Access food databse REST API
Access to Nutrition-AI Advisor API
Code snippets and quick start app
Detailed documentation
Optional auto-credit refills as required
Tokens & Usage
10M tokens included
$2.50 per 1M tokens
$2.50 per additional 1M tokens
30-50 MAUs supported
Tailored to existing applications with a growing user base.
(for roughly 100-750 users)
Features
Everything in Starter Package
Dedicated Slack channel for support
Figma design templates
Tokens & Usage
150M tokens included)
$2.00 per 1M tokens
$2.50 per additional 1M tokens
450 - 750 MAUs supported
For businesses with high volume requirements.
(for roughly 1,000-10,000 users)
Features
Everything in Growth Package
Dedicated integration support
Design customization support
Tokens & Usage
2,000M tokens included
$1.50 per 1M tokens
$2.50 per additional 1M tokens
6,000 - 10,000 MAUs supported
Tailored for large enterprise companies with high volume requirements.
(for over 50,000 Active Users)
Features
Everything in Pro Package
Additional volume discounts on tokens
Hands-on integration support
Custom implementations & features
For terms and conditions for our products, please read and agree to our Passio AI Tools License Terms
Find answers to common questions about our Nutrition AI products, including pricing & usage tips.
Costs per user will vary depending on usage. You can use the calculator provided on Passio's account portal to estimate token usage.
For example, if a user sends one photo to the API for analysis, it will result in 5k tokens spent from the account. So while costs can vary, we estimate that an average user logging meals regularly for one month would utilize around 250k tokens.
To manage costs, you can limit usage to a fixed amount by engineering your app with token limits. For instance, you could limit a free user to 80k - 100k tokens and then ask users to pay once they reach that limit. This approach allows you to demonstrate value to users while keeping your cost between 1 to 10 cents per user.
Tokens are used to quantify the usage of Passio services. Each action, such as an API request, Vision AI request, Text AI request, or Chat Message request, consumes a specific number of tokens. The monthly plans include a set number of tokens, and users can purchase additional tokens if they exceed their monthly limit.
A token is a unit of measurement used in AI processing to represent pieces of input or output data. For example, when you send text to an AI, the words and punctuation are broken down into tokens, which the AI then processes.
Our token pricing is designed to be simple and predictable. We roll the input and output token costs into a single average value. This consolidated price also covers additional costs, such as Passio API usage, ensuring a consistent billing platform. This approach allows us to update and improve our AI models without needing to change our pricing structure.
The token cost per API call is set to cover the cost of using the service and is priced to align with industry-standard API billing costs. This ensures that our pricing remains competitive and fair within the market.
If you exceed the monthly token limit included in your plan, our billing portal allows you to configure an automatic refill option. By default, this setting is enabled on your account. When enabled, if you make a request to the API and dont have enough tokens, you will automatically be billed at a rate of $2.50 per million tokens to top up the number of tokens you have set.
For example, if your refill amount is set to 2 million tokens, you will be charged $5.00 and gain 2 million more tokens.
There are no volume discounts on refills, but you can manually purchase additional tokens at any time through the dashboard. If the automatic refill option is turned off and you run out of tokens, the service will stop responding until more tokens are added.
Yes, you can upgrade or downgrade your subscription plan at any time to better suit your usage needs. This flexibility allows you to adjust your plan based on changes in your application's user base or feature set.
The REST API is essential for the mobile SDK to gather all necessary food information and is required for the SDK to function. The API offers a wide range of capabilities, including:
This comprehensive access ensures that you can fully leverage the capabilities of our food database and Nutrition Advisor in your applications.
Volume discounts are applied based on the number of tokens you use. The rate per million tokens decreases as your usage increases, as follows:
These discounts can significantly reduce your monthly cost if you have high token usage. Volume discounts are not applied on refills.
Our billing portal allows you to configure an automatic refill option, should you exceed the monthly token limit included in your plan. By default, this setting is enabled on your account. When enabled, if you make a request to the API and dont have enough tokens, you will automatically be billed at a rate of $2.50 per million tokens to top up the number of tokens you have set.
For example, if your refill amount is set to 2 million tokens, you will be charged $5.00 and gain 2 million more tokens.
There are no volume discounts on refills, but you can manually purchase additional tokens at any time through the dashboard. If the automatic refill option is turned off and you run out of tokens, the service will stop responding until more tokens are added.
The Mobile app SDK quick-start app is a demo app provided by Passio to give you an example of how you can integrate our modules into your mobile applications quickly and efficiently. It includes sample UI layouts and engineering views so you can peek under the hood at how everything works.
Currently, we do not offer free trials. Upon purchasing, you will be billed immediately for the token credits. This pricing model ensures we can cover the necessary costs required to serve your needs and maintain the high-quality service you expect.
On-device recognition is faster and processes photos on the device itself, meaning the photos are not sent to the cloud. It costs fewer tokens, but only allows you to log a single ingredient at a time, and requires multiple uses to log a meal.
Cloud-side recognition, which uses the Nutrition AI Advisor API, has more tokens per call, but will recognize everything in the image and return all foods, requiring only one main scan to log the meal. It is more powerful but has some latency due to the images being processed in the cloud.
Yes, you can integrate both on-device and cloud-side recognition in your application to leverage the advantages of each method. On-device recognition can be used for quick, simple identification, while cloud-side recognition can handle more complex analysis when needed.
There are no strict limits to the number of users you can have. However, your token usage will increase with the number of users, so you should select a subscription plan that accommodates your user base and expected usage.
Passio Hub takes data security seriously. Data processed via the cloud-side recognition is handled with strict security measures to ensure privacy and protection. On-device recognition keeps the data local to the device, providing an additional layer of security by not transmitting photos to the cloud.
Our standard setup does not store data that can identify the user in any way. Consumers of our SDK might store that data, but Passio does not. The SDK might cache the license key for faster authentication, everything else is just used for the nutritional data. The only component that might be affected is the personalization API we are adding in our 3rd generation SDK that would allow customers to upload end-user profile data (e.g., weight, height, diet, etc.) to personalize responses from the Nutrition AI Advisor.
We do not store this data, but the data is transitioned to our LLM that could be a third party LLM such as GPT. As a technology provider we rely on and require our customers to ensure no personal data is transferred to Passio.
Learn more how the most innovative companies are using our Nutrition AI SDK to transform their applications and products.
Passio has been privileged to partner with Elevance Health / Anthem to bring the power of Nutrition-AI into healthcare. Together we are pursuing a daunting task to make nutrition a part of a patient's health record and to give providers a new level of visibility into the health journeys of the people they serve.
MFP Meal Scan is a new game-changing AI technology that acts just like your eyes, and makes food logging much easier! Dazzle your friends by capturing your meals without needing to type a single word.
Simple Life, a pioneer in fasting technology, has introduced to their app our Nutrition-AI SDK to makes food tracking easier and make your fasting journey a lot more fun and enjoyable.
