Object Detection

Capstone-food Computer Vision Project

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Here are a few use cases for this project:

  1. Dietary Tracking Applications: The model can be used in diet and nutrition tracking apps that help individuals recognize and log the food items they consume each day. This helps to keep a better track of their caloric intake and other nutritional information.

  2. Automating Food Serving Robots: The "Capstone-food" model could be leveraged in automating food serving robots in restaurants. The robot could use this model to identify different types of food and serve them to the right tables accordingly.

  3. Food Quality Control in the Fast Food Industry: This model can help to automate the process of quality control in fast food chains. It can flag any inconsistencies in the presentation of food, check whether the right food orders are prepared, or if there's anything out of the ordinary (like an erroneous object).

  4. Interactive Cooking Shows or Tutorials: This model can be employed in interactive cooking shows or online tutorials. The viewers can be engaged in tasks like ingredient recognition or having a trivia about a specific dish being prepared.

  5. Smart Grocery Shopping: The model can be used in building smart shopping apps. These applications could help users identify food items while shopping and provide information such as nutritional facts, possible recipes or if it fits within their dietary requirements.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite this Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ capstone-food_dataset,
    title = { Capstone-food Dataset },
    type = { Open Source Dataset },
    author = { capstone },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { oct },
    note = { visited on 2023-12-05 },

Find utilities and guides to help you start using the Capstone-food project in your project.



Last Updated

a year ago

Project Type

Object Detection




beverage, burger, chicken, french fry, manipulator, person, sushi, tray

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CC BY 4.0

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