Detection of Fall Armyworm infestation with Deep Learning

Object Detection

Detection of Fall Armyworm infestation with Deep Learning Computer Vision Project

Baltazar Mu

Updated a year ago

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FAW
FAW_Day1
FAW_Day2
FAW_Day3
FAW_eggcase

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Description

Here are a few use cases for this project:

  1. Agricultural Pest Detection: This model can be used by farmers and agricultural specialists to monitor crops for signs of Fall Armyworm infestation. Early detection can prevent significant crop damage and loss.

  2. Research Studies: Entomologists and biologists researching Fall Armyworms can utilsie this model to accelerate their study process, like monitoring the lifecycle and behavior of Fall Armyworms.

  3. Smart Farming Applications: Integration in smart farming applications to monitor crops continually and alert farmers in real time about any infestation, improving response time and potentially limiting crop damage.

  4. Crop Insurance Assessment: Insurance companies that offer crop insurance could use it to verify claims related to Fall Armyworm damage, by confirming the presence of the pest and tracking their lifecycle stages.

  5. Pesticide Development & Testing: Companies developing pesticides for Fall Armyworm could utilize this model in testing the effectiveness of their products, by monitoring the lifecycle stages before and after application of the product.

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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{
                            detection-of-fall-armyworm-infestation-with-deep-learning_dataset,
                            title = { Detection of Fall Armyworm infestation with Deep Learning Dataset },
                            type = { Open Source Dataset },
                            author = { Baltazar Mu },
                            howpublished = { \url{ https://universe.roboflow.com/baltazar-mu/detection-of-fall-armyworm-infestation-with-deep-learning } },
                            url = { https://universe.roboflow.com/baltazar-mu/detection-of-fall-armyworm-infestation-with-deep-learning },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jul },
                            note = { visited on 2024-11-27 },
                            }
                        
                    

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