filtered plant village dataset Object Detection Dataset and Pre-Trained Model by Farwa Tabassum Asif

Images

1097 images

Explore Dataset

Here are a few use cases for this project:

Precision Agriculture: Implementing the "filtered plant village dataset" computer vision model in precision agriculture systems can help farmers monitor their crops, identify early signs of rust diseases, and take preventive measures to save their yields from significant damage.
Plant Disease Detection Mobile App: Develop a mobile application that utilizes the computer vision model to assist individual gardeners and small-scale farmers in diagnosing rust diseases. By simply taking a close-up image of their affected plants, users can easily identify the type of rust and receive guidance on treatment options.
Plant Research: Researchers and plant pathologists can use the computer vision model to rapidly detect and analyze rust diseases in experimental crops, aiding the development of new disease-resistant plant varieties or the investigation of different treatment methods.
Agriculture Drones: Integrate the computer vision model into agriculture drones to survey large fields for early detection of rust diseases. This application enables farmers to cover more ground, spot disease outbreaks in early stages, and target treatment strategies more effectively.
Educational Tool: Utilize the "filtered plant village dataset" model as an educational tool in horticulture, agriculture, or plant pathology courses, where students learn about plant diseases and diagnosis. The model can serve as an interactive resource to help students visualize and identify rust diseases in real-world plant samples.

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{
                            filtered-plant-village-dataset_dataset,
                            title = { filtered plant village dataset Dataset },
                            type = { Open Source Dataset },
                            author = { Farwa Tabassum Asif },
                            howpublished = { \url{ https://universe.roboflow.com/farwa-tabassum-asif/filtered-plant-village-dataset } },
                            url = { https://universe.roboflow.com/farwa-tabassum-asif/filtered-plant-village-dataset },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-06-24 },
                            }