freshness fruits and vegetables Computer Vision Project

college

Updated a year ago

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Classes (17)
fresh apple
fresh banana
fresh bellpepper
fresh carrot
fresh cucumber
fresh mango
fresh orange
fresh potato
rotten apple
rotten banana
rotten carrot
rotten cucumber
rotten mango
rotten orange
rotten potato
rotten tomato
rottenbellpepper

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Description

Here are a few use cases for this project:

  1. Grocery Store Quality Control: This computer vision model can be used by grocery stores and supermarkets to automatically check and sort fruits and vegetables according to their freshness levels. It can help to separate fresh produce from rotten ones, ensuring that consumers always have access to high quality produce.

  2. Supply Chain Management: The model can help suppliers to visually inspect produce before it is sent to grocery stores or food processing companies. This will increase efficiency of the supply chain and reduce food waste.

  3. Food Processing Plants: Food processing plants, particularly those that deal with canned fruits and vegetables, can use this model to sort and categorize fresh and rotten produce for different processing stages.

  4. Agricultural Quality Inspection: Farms can employ this computer vision model to detect rotten fruits and vegetables right on the fields, allowing them to improve their quality control measures and avoid transporting rotten produce.

  5. Personal Use - Health & Wellness Apps: This model can be incorporated into mobile applications, helping individuals at home to identify if their fruits and vegetables are still fresh and good for consumption. This will help people to consume healthier food and reduce food waste at home.

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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{
                            freshness-fruits-and-vegetables_dataset,
                            title = { freshness  fruits and vegetables Dataset },
                            type = { Open Source Dataset },
                            author = { college },
                            howpublished = { \url{ https://universe.roboflow.com/college-74jj5/freshness-fruits-and-vegetables } },
                            url = { https://universe.roboflow.com/college-74jj5/freshness-fruits-and-vegetables },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-12-21 },
                            }