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PlantLeaf Computer Vision Project

yolo project

Updated 2 years ago

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Tags
Object Detection Model
Classes (10)
Black gram_healthy
Black gram_leaf spot
Dolicos bean_cercospora leaf spot
Dolicos bean_healthy
Ground nut_healthy
Ground nut_tikka leaf spot
millet_healthy
millet_rust
tomato_early blight
tomato_healthy

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Description

Here are a few use cases for this project:

  1. Agricultural Assistance: Farmers and agricultural experts can use the PlantLeaf model to diagnose various types of leaf diseases. By snapping a picture of a leaf, they can receive immediate identification of potential diseases, which can help streamline agricultural processes and optimize plant health.

  2. Educational Tool: The PlantLeaf model could be used as an educational resource for students studying botany or plant pathology. It could allow learners to identify different leaf diseases, understand their characteristics, and know how these diseases affect the overall health of plants.

  3. BioResearch Tool: Researchers in the field of biology and botany could use the PlantLeaf model to assist with data collection and analysis when investigating the prevalence and impact of various leaf diseases.

  4. Horticulture Industry: Professionals in nurseries or landscaping could use PlantLeaf to ensure the health of their plants. Early detection of diseases could prevent the spread to other plants and lead to more successful treatments.

  5. Environmental Monitoring: Environmental agencies could utilize the PlantLeaf model as a tool for monitoring the health of local flora. Changes in disease patterns may indicate larger environmental changes or threats.

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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{
                            plantleaf-jcgkv_dataset,
                            title = { PlantLeaf Dataset },
                            type = { Open Source Dataset },
                            author = { yolo project },
                            howpublished = { \url{ https://universe.roboflow.com/yolo-project-mbwqf/plantleaf-jcgkv } },
                            url = { https://universe.roboflow.com/yolo-project-mbwqf/plantleaf-jcgkv },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-12-22 },
                            }

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