Dr Zhang Research team

Weed Detection v1

Object Detection

Weed Detection v1 Computer Vision Project

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Here are a few use cases for this project:

  1. Precision Agriculture: The model could be used to identify weeds in farmers' fields to automatically monitor crop health and target weed control measures, increasing crop productivity and reducing the use of herbicides.

  2. Robotic Weeding: The model can be integrated into an agricultural robot to perform selective weeding, distinguishing between crop plants (such as soybeans) and different types of weeds.

  3. Environmental Research: Researchers could use this model to track the spread of invasive weed species over time and monitor the effectiveness of control measures.

  4. Botanical Education: The model could be incorporated into educational tools or apps to help students and hobbyists learn to identify different types of plants and understand the impact of weeds on plant ecosystems.

  5. Gardening Assistance: Gardeners can use an app powered by this model to identify weeds in their gardens, assisting in maintenance and plant health.

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{
                            weed-detection-v1-vzg5e_dataset,
                            title = { Weed Detection v1 Dataset },
                            type = { Open Source Dataset },
                            author = { Dr Zhang Research team },
                            howpublished = { \url{ https://universe.roboflow.com/dr-zhang-research-team/weed-detection-v1-vzg5e } },
                            url = { https://universe.roboflow.com/dr-zhang-research-team/weed-detection-v1-vzg5e },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-03-01 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Weed Detection v1 project in your project.

Last Updated

8 months ago

Project Type

Object Detection

Subject

Weeds-not-weeds

Classes

Weeds soy plant weed

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Downloads: 13

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License

CC BY 4.0