Onion Leaf Disease Computer Vision Project

School

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Classes (7)
Botrytis Leaf Blight
Downy Mildew
Healthy
Purple Blotch
Rust
Stemphylium Leaf Blight
Xanthomonas Leaf Blight
Description

Here are a few use cases for this project:

  1. Agricultural Disease Management: The model can be employed in smart agriculture practices where farmers use this technology to detect diseases in onion crops early, allowing for timely treatment and prevention of spread, which in turn conserves resources and maximizes yield.

  2. Plant Health Monitoring Apps: Developers can utilize this model to create mobile applications that help home gardeners or small-scale farmers identify and address onion diseases. By simply taking a picture of the leaf, users can receive immediate diagnosis and suggested remedies or treatments.

  3. Research and Training: Educational institutions and agricultural research organizations can use this model for students and researchers to study various onion diseases, their appearances, and spread patterns, supporting learning and the advancement of plant science.

  4. Supply Chain Quality Control: The model could be useful in crop quality control at various points in the agricultural supply chain - from farm to retail. Warehouses and grocers can use it to ensure the onions they're receiving are healthy, which would further enhance the quality and safety of the food supply chain.

  5. Pesticide Development: Companies involved in the development of pesticides or other plant treatments can use the model to test the effectiveness of their products. They can apply treatments to diseased plants, then use the model to track disease progress and evaluate the efficacy of the solutions.

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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{
                            onion-leaf-disease-eh38e_dataset,
                            title = { Onion Leaf Disease Dataset },
                            type = { Open Source Dataset },
                            author = { School },
                            howpublished = { \url{ https://universe.roboflow.com/school-0xa1n/onion-leaf-disease-eh38e } },
                            url = { https://universe.roboflow.com/school-0xa1n/onion-leaf-disease-eh38e },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-12-21 },
                            }
                        
                    

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