Dynamite Duelers 2

Plant Diagnosis AI 2

Object Detection

Plant Diagnosis AI 2 Computer Vision Project

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Here are a few use cases for this project:

  1. Precision Agriculture: The model can be used in precision agriculture technology to detect diseased plants early, improving crop health management. A drone equipped with a camera could take overhead images of fields, then the AI could analyze these images to identify any plant diseases present and their location. Advanced systems could even apply tailored treatments immediately.

  2. Home Gardening App: The model might help in developing a mobile application that allows gardeners to identify diseases affecting their home-grown plants and receive suggestions on how to treat them. Users simply upload images of their plants and receive feedback about any suspected diseases.

  3. Forest Conservation: Conservationists could use this model to monitor the health of wild fruit and vegetable plants within forest ecosystems. By monitoring health at a species level, the model could provide early warnings of diseases that could potentially devastate certain plant populations.

  4. Plant Nurseries and Garden Centers: Staff could use a system with this model embedded to diagnose diseases on their plants before selling them. This would ensure that customers always receive healthy plants and customer satisfaction is maintained.

  5. Educational Setting: In a botany or plant pathology class, students could use this AI technology for learning and identifying different plant diseases. By allowing students to interact and learn from real-world images, it could enhance their practical knowledge and understanding of plant diseases.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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

@misc{
                            plant-diagnosis-ai-2_dataset,
                            title = { Plant Diagnosis AI 2 Dataset },
                            type = { Open Source Dataset },
                            author = { Dynamite Duelers 2 },
                            howpublished = { \url{ https://universe.roboflow.com/dynamite-duelers-2/plant-diagnosis-ai-2 } },
                            url = { https://universe.roboflow.com/dynamite-duelers-2/plant-diagnosis-ai-2 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jul },
                            note = { visited on 2024-03-02 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Plant Diagnosis AI 2 project in your project.

Last Updated

2 years ago

Project Type

Object Detection

Subject

Diseased-Leaves-of-Plants

Classes

aloe vera apple plant blueberry plant cherry plant grape plant mango plant orange plant peach plant pepper plant raspberry plant snake plant squash plant strawberry plant tomato plant

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License

CC BY 4.0