Rice Leaf Disease detection obj Computer Vision Project

Project

Updated 2 years ago

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Classes (6)
Brown spot
Leaf Blight
Leaf Scald
Leaf blast
Narrow brown spot
healthy

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Description

Here are a few use cases for this project:

  1. Agriculture Management Systems: This model would allow for early detection of diseases in rice plants, enabling timely intervention to prevent significant yield reduction.

  2. Smart Farming Solutions: Integrated into Internet of Things (IoT) devices to monitor vast fields, the model would automate disease detection and reduce manual effort required by farmers.

  3. Pesticide Application: By identifying specific leaf diseases, the model could assist in determining the most appropriate pesticide to use, thereby reducing overuse and environmental impact.

  4. Agricultural Research: Scientists studying disease impact and prevalence in rice plants could use this model to expediently classify and document different diseases for their research.

  5. Agricultural Drone Monitoring: Drones equipped with this model could gather aerial images of the crops and identify the diseased crops without manual intervention, contributing to quicker and more efficient crop management.

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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{
                            rice-leaf-disease-detection-obj_dataset,
                            title = { Rice Leaf Disease detection obj Dataset },
                            type = { Open Source Dataset },
                            author = { Project },
                            howpublished = { \url{ https://universe.roboflow.com/project-khcjh/rice-leaf-disease-detection-obj } },
                            url = { https://universe.roboflow.com/project-khcjh/rice-leaf-disease-detection-obj },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-11-21 },
                            }