Plants_diseases_detection_using_yolov8 Computer Vision Project

Plants Diseases

Updated 2 years ago

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Classes (45)
Apple_Black_Rot
Apple_Healthy
Apple_cedar_rust
Apple_scab
Blueberry_Healthy
Cherry_healthy
Corn_Common_Rust
Corn_Northern_Leaf_Blight
Corn_grey_leaf_spot
Corn_healthy
Grape_Black_Rot
Grape_Healthy
Grape_esca_black_measels
Grape_late_blight
Grape_leag_blight
Grape_leat_blight
Orange_citrus_greening
Peach_Healthy
Peach_bacterial_spot
Pepper_bell_bacterial_spot
Potato_early_blight
Potato_late_blight
Rasberry_Healthy
Squash_powdery_mildew
Strawberry_healthy
Strawberry_leaf_scrotch
Tomamto_Mosaic_Virus
Tomato_Healthy
Tomato_bacterial_spot
Tomato_early_blight
Tomato_late_blight
Tomato_leaf_mold
Tomato_septoria_leaf_spot
Tomato_spider_mites
Tomato_target_spot
Tomato_yellow_leaf_curl
\
\Soybean_Healthy
appel_cedar_rust
cherry_powdery_mildew
grape_esca(black_measles)
grape_leaf_blight
soybean_healthy
tomato_mosaic_virus
tomato_yellow_leaf_curl_virus

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Description

Here are a few use cases for this project:

  1. Agricultural Monitoring: This model can effectively be used by farmers and agricultural businesses to constantly monitor the health of their crops. It can highlight any sickness early on, allowing for early treatment, thereby improving yield and reducing crop loss.

  2. Automated Greenhouse Systems: In an automatized environment like greenhouses, this model can be used to continually check the health of the plants, identify diseases, and notify the operators. This can ensure early intervention and improve the overall health and growth of plants.

  3. Pest Control Companies: Companies specializing in pest control can use the model to accurately identify plant diseases during their inspections. This can ensure they use the correct treatments and improve the effectiveness of their service.

  4. Education and Research: The model can be used for educating students in botany or plant pathology about various plant diseases. Moreover, researchers can utilize it to aid in disease identification for their studies or to train new models.

  5. Horticulture and Landscaping: Professionals working with ornamental plants, gardens, or lawns can use the model to identify and treat diseases, ensuring the health and longevity of the plants they are responsible for.

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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{
                            plants_diseases_detection_using_yolov8_dataset,
                            title = { Plants_diseases_detection_using_yolov8 Dataset },
                            type = { Open Source Dataset },
                            author = { Plants Diseases },
                            howpublished = { \url{ https://universe.roboflow.com/plants-diseases/plants_diseases_detection_using_yolov8 } },
                            url = { https://universe.roboflow.com/plants-diseases/plants_diseases_detection_using_yolov8 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-12-23 },
                            }
                        
                    

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