apple-cucumber-tomato-grape Computer Vision Project

Main

Updated 2 years ago

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Classes (22)
AppleLeaf_healthy
AppleLeaf_unhealthy_Rusty
AppleLeaf_unhealthy_rot
AppleLeaf_unhealthy_scab
Apple_healthy
Apple_unhealthy_scab
CucumberLeaf_healthy
CucumberLeaf_unhealthy
GrapeLeaf_healthy
GrapeLeaf_unhealthy_BlackRot
GrapeLeaf_unhealthy_LeafBlight
GrapeLeaf_unhealthy_blackMeasles
TomatoLeaf_CurlVirus
TomatoLeaf_healthy
TomatoLeaf_unhealthy_EarlyBlight
TomatoLeaf_unhealthy_LateBlight
TomatoLeaf_unhealthy_MosaicVirus
TomatoLeaf_unhealthy_mold
TomatoLeaf_unhealthy_septoria
TomatoLeaf_unhealthy_spiderMites
TomatoLeaf_unhealthy_targetSpot
Tomato_healthy
Description

Here are a few use cases for this project:

  1. Crop Disease Identification: This model can be used in agriculture for identifying diseases in apple, tomato, cucumber, and grape crops by analyzing the images of their leaves and fruits. Early detection can help in taking the necessary action to prevent further spreading of the disease.

  2. Smart Farming Applications: The model could be integrated into a smart farming technology that uses drones or robots to monitor crop health. The system can use the model to provide real-time status of crop health, and detect diseases with speed and accuracy.

  3. Educational Use: The model could be used in academic research or teaching about plant diseases. Students studying botany, plant pathology, or related fields could use it to learn about the features of different diseases and how they affect each leaf and fruit.

  4. Garden Monitoring: Home gardeners or owners of small-scale farms could use an app powered by this model to monitor the health of their produce. If the user takes a photo of a plant, the app can utilize the model to analyze the image and provide feedback on the health status of the plant.

  5. Agricultural Consultancy: Consultants can use this tool to offer expert advice to farmers identifying the disease and suggesting necessary pesticide or treatment for specific diseases, thus assisting in farming management and productivity improvement.

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Cite This Project

LICENSE
MIT

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

                        @misc{
                            apple-cucumber-tomato-grape_dataset,
                            title = { apple-cucumber-tomato-grape Dataset },
                            type = { Open Source Dataset },
                            author = { Main },
                            howpublished = { \url{ https://universe.roboflow.com/main-6joil/apple-cucumber-tomato-grape } },
                            url = { https://universe.roboflow.com/main-6joil/apple-cucumber-tomato-grape },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { feb },
                            note = { visited on 2024-11-22 },
                            }
                        
                    

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