Group5-Rice Leaf Disease Datasets Computer Vision Project

NCKH

Updated 3 months ago

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Classes (3)
bacterial_leaf_blight
brown_spot
leaf_blast

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Description

Here are a few use cases for this project:

  1. "Precision Agriculture Applications": Farmers or agriculture technologists could use this model to monitor rice crops, diagnose disease conditions, and decide on necessary treatment procedures. Early detection can prevent the spread of disease and increase crop yield.

  2. "Agriculture Research": Scientists and scholars studying the spread and impact of rice leaf diseases could use this dataset for their research. The results could potentially lead to the development of resistant strains of rice or better pest management strategies.

  3. "Smart Farming Mobile Application": This model could be integrated within an app to help farmers identify diseases on their rice plants easily. By capturing an image of the leaf using their mobile, the model can provide immediate diagnosis and further steps to contain the disease.

  4. "Teaching and Learning Tools": An educational institution could use the model to help agriculture students learn and recognize the different types of rice leaf diseases. This could be an innovative and practical way to supplement textbook learning.

  5. "Government Agriculture Health Initiatives": Government organizations could use this model to monitor the health of rice crops in a region. This could help in early disease detection, prompt response from agricultural health units, and prevention of major agricultural loss.

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LICENSE
CC BY 4.0

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

                        @misc{
                            group5-rice-leaf-disease-datasets-kqoda_dataset,
                            title = { Group5-Rice Leaf Disease Datasets Dataset },
                            type = { Open Source Dataset },
                            author = { NCKH },
                            howpublished = { \url{ https://universe.roboflow.com/nckh-qxgmc/group5-rice-leaf-disease-datasets-kqoda } },
                            url = { https://universe.roboflow.com/nckh-qxgmc/group5-rice-leaf-disease-datasets-kqoda },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { oct },
                            note = { visited on 2024-12-22 },
                            }