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diseases Computer Vision Project

crop d

Updated 2 years ago

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Object Detection Model yolov5
Classes (20)
chilli antracnose
chilli bacterial leaf spot
chilli mosaic leaf virus
eggplant cercospora leaf spot
eggplant colorado potato beetle
eggplant fruit rot
eggplant fuit rot
eggplant healthy fruit
eggplant healthy leaf
healthy chilli
healthy chilli leaf
potato alternaria solani leaf
potato common scab fruit
potato healthy fruit
potato healthy leaf
potato pythopthora infestans leaf
tomato antracnose
tomato bacterial spot
tomato healthy
tomato late blight leaf

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Description

Here are a few use cases for this project:

  1. Precision Agriculture: This model can help farmers intelligently identify and diagnose diseases in their crops. This can enable faster response times to plant diseases, reducing crop loss and increasing overall yield.

  2. Gardening Assistance App: The model could be integrated into a mobile application designed to help home gardeners or greenhouse managers monitor the health of their plants. Users could take photos of their plants, and the app would use the model to identify any visible diseases and suggest appropriate treatments.

  3. Educational Tool: The model could also serve as a learning tool for students studying plant biology, botany, or related fields. It can help them learn to identify common plant diseases and understand their impact on different types of plants.

  4. Intelligent Drone Monitoring: Coupled with a drone, this model can be used for aerial surveillance of large scale farms or plantations to monitor the health of the crops. The drone can take images and the model can process these images and report any instances of disease or pests.

  5. Research and Development: In agricultural research, this model can help in the study of plant diseases by accurately identifying disease types. It can assist in tracking disease progression, studying the effect of different treatments on plants, or comparing disease resistance among different plant breeds.

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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{
                            diseases-tb0lp_dataset,
                            title = { diseases Dataset },
                            type = { Open Source Dataset },
                            author = { crop d },
                            howpublished = { \url{ https://universe.roboflow.com/crop-d/diseases-tb0lp } },
                            url = { https://universe.roboflow.com/crop-d/diseases-tb0lp },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-12-22 },
                            }

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