Food Detection Computer Vision Project

Sulthan Hasanal Hakim

Updated 3 years ago

2.6k

views

87

downloads
Classes (13)
Cheesecake
Macarons
Macarons-Black
Macarons-Choco
Macarons-Green
Macarons-Mint
Macarons-Orane
Macarons-Pink
Macarons-Red
Macarons-Yellow
Pizza
Steak
Tiramisu
Description

Here are a few use cases for this project:

  1. Nutritional Analysis: The Food Detection model could be used in applications developed for diet tracking. By identifying specific food items in an image, the model can provide a quick analysis of nutritional facts such as calories, carbohydrates, protein, and fat using a corresponding food nutrition database.

  2. Interactive Cooking Apps: The model could enable the creation of an interactive cooking application. Users could snap a picture of the ingredients they have, and the application could suggest recipes using those ingredients - for example, if the model detects different flavours of macarons, it could suggest recipes for macaron desserts.

  3. Smart Shopping: Integrated into a mobile app, the model could assist shoppers in detecting and scanning different food items (like different macaron flavours) at grocery stores and provide pricing or other relevant information.

  4. Food Quality Control: In restaurants, bakeries, or food factories, the model could be used for quality control by detecting and classifying food items and ensuring that they match the standards, especially for visually distinct items like macarons and pizzas.

  5. Restaurant Menu Augmentation: The model could assist in augmenting restaurant digital menus. By recognizing food from images, a restaurant could allow customers to see what each dish looks like, improving the ordering experience.

Supervision

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

Cite This Project

LICENSE
CC BY 4.0

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

                        @misc{
                            food-detection-oytkj_dataset,
                            title = { Food Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Sulthan Hasanal Hakim },
                            howpublished = { \url{ https://universe.roboflow.com/sulthan-hasanal-hakim/food-detection-oytkj } },
                            url = { https://universe.roboflow.com/sulthan-hasanal-hakim/food-detection-oytkj },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2021 },
                            month = { dec },
                            note = { visited on 2024-11-18 },
                            }
                        
                    

Similar Projects

See More