Fruits and vegetables Computer Vision Project

Test

Updated a year ago

1.2k

views

73

downloads
Classes (65)
apple
apricot
avocado banana bellpepper carrot cucumber eggplant
figs
garlic grapes kiwi lemon lime mango melon onion orange peach pear
persimmon
pineapple
plum
pomegranate
radish
strawberry tomato watermelon
zone_ananas
zone_apple
zone_apricot
zone_avocado
zone_banana
zone_beet
zone_bellpepper
zone_carambola
zone_carrot
zone_corn
zone_cucumber
zone_eggplant
zone_figs
zone_garlic
zone_grape
zone_guava
zone_kiwi
zone_lemon
zone_lime
zone_mango
zone_melon
zone_onion
zone_orange
zone_papaya
zone_passionfruit
zone_peach
zone_pear
zone_persimmon
zone_pitaya
zone_plum
zone_pomegranate
zone_radish
zone_strawberry
zone_tomato
zone_watermelon
zone_zucchini
zucchini
Description

Here are a few use cases for this project:

  1. Automated Harvesting Systems: The computer vision model can be integrated into harvesting machinery to help in the detection and sorting of ripe fruits and vegetables in real-time, improving the efficiency and accuracy of harvests.

  2. Quality Control in Supermarkets: This model could be employed in the retail sector to enforce quality control in supermarkets. It could automatically scan and identify rotten or overripe fruits and vegetables so they can be removed from the shelves.

  3. Assisting Dietary Applications: The model could be used as a feature in a health and diet app. Users can scan their meals and the app will identify the fruits and vegetables present, assisting with tracking nutritional intake and suggesting healthier options based on what it identifies.

  4. Educational Tool: It can be used as an educational tool for children or individuals learning about different types of fruits and vegetables. Users can interactively learn by scanning specific items and receiving information about them.

  5. Research & Crop Disease Detection: The model can help detect early signs of disease in particular fruits or vegetables by scanning and classifying images of the crops. This could aid in preserving crop yields and maintaining the health of farms.

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{
                            fruits-and-vegetables-rszxd_dataset,
                            title = { Fruits and vegetables Dataset },
                            type = { Open Source Dataset },
                            author = { Test },
                            howpublished = { \url{ https://universe.roboflow.com/test-kuf7g/fruits-and-vegetables-rszxd } },
                            url = { https://universe.roboflow.com/test-kuf7g/fruits-and-vegetables-rszxd },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-12-14 },
                            }
                        
                    

Similar Projects

See More