Book a demo
Log in

Meal Occasion Detection

Assign meal records to occasions such as breakfast, lunch or dinner.

Meal Occasion Detection helps your product assign meal records to occasions such as breakfast, lunch or dinner. It turns that capability into a structured output that can be used inside a user experience, a professional workflow or a reporting layer.

Meal Occasion Detection helps your product assign meal records to occasions such as breakfast, lunch or dinner. It turns that capability into a structured output that can be used inside a user experience, a professional workflow or a reporting layer.

Capability available in the following Food AI Engine plans

Monitor
Recommend
Custom
Start the free trial
Developer api docs
OTHER CAPABILITIES

Food Type Detection

Classify the general type of food content present in an image.

Food Groups Detection

Map recognized foods to broad food groups for easier analysis.

Multiple Dish Recognition

Detect separate food regions and return dish candidates for each visible item.

Multilingual Responses

Return dish names and structured food outputs in supported local languages.

Ingredients Information

Return structured ingredient information for confirmed dishes or meals.

Nutritional Information

Return energy and nutrient values for recognized foods, dishes or ingredients.

Ingredient & Quantity Editing

Let users or professionals refine ingredients and quantities before finalizing the record.

Recommended Daily Intake

Estimate daily nutrition targets from user profile information.

Remaining Daily Intake

Compare recorded intake with daily goals to show what remains or has already been consumed.

Intake History

Store and retrieve meal records and nutrition summaries over time.

Barcode Scanner

Identify packaged foods through an EAN or UPC barcode and optionally create an intake.

Custom Meal Occasions

Define your own meal-occasion structure for a specific program or organization.

Nutrition Plans

Create and assign structured nutrition plans to users or groups.

Daily Nutrition Goals

Set personalized energy and nutrient targets for each user.

Custom Nutrition Indicators

Extend the standard nutrition model with organization-specific indicators or labels.

Nutrition Reports & Summaries

Generate readable nutrition summaries and period-based reports from meal records.

Manual or Assigned Intakes

Create food records manually or assign them to a user without starting from an image.

Custom Recipes

Store reusable organization-specific recipes with defined ingredients and quantities.

Favorite Meals

Save frequently logged meals so users can register them faster next time.

Body Measurements

Track configured body measurements alongside food and nutrition records.

Units of Measurement

Present quantities in metric, imperial or household measurement formats.

Ingredient Modulation

Adjust ingredients such as oil, sugar or salt and update the resulting nutrition values.

External User Management

Support role-based access for authorized professionals, coaches or managers.

Food Restrictions & Diet Labels

Store dietary restrictions, allergies, preferences and diet-related labels.

Variety Score

Measure dietary diversity using food groups and consumption frequency.

Nutritional Scoring

Convert nutrition quality into a simpler score-based output.

Recipe & Dish Recommendations

Recommend dishes or recipes based on user goals, history and preferences.

Food Quantity Detection

Estimate food portions from supported image or depth-based capture workflows.

Food Waste Detection

Identify and quantify uneaten food in supported monitoring workflows.

Dysphagia User Feedback

Capture user or caregiver feedback for specialized dysphagia-related workflows.

Custom AI Models & Integrations

Develop tailored models, workflows or integrations for enterprise-specific requirements.

Ready to add food intelligence to your product?

Start with the online demo or discuss your integration with our team.

Start the free trial
Contact sales
This site is registered on wpml.org as a development site. Switch to a production site key to remove this banner.