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Healthy and Sick Chicken Detection Computer Vision Project

charan

Updated 2 years ago

9.2k

views

368

downloads
Tags
Object Detection Model yolov5
Classes (1)
chicken

Metrics

mAP
77.6%
Precision
74.7%
Recall
72.3%
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Description

Here are a few use cases for this project:

  1. Poultry Farming: This model could be used to automate daily health checks of chickens, helping farmers promptly detect and isolate sick birds, reducing the risk of disease spread. Keywords: Poultry Health Management, Disease Detection.

  2. Veterinary Diagnostics: Veterinarians could use the model as a first-instance detection tool to identify possible diseases, enabling them to focus on treatment strategies. Keywords: Veterinary Assistance, Chicken Disease Diagnostics.

  3. Animal Rights: Animal welfare organizations could use the model to audit farms and ensure they're maintaining the health of their stock, highlighting any violations. Keywords: Animal Welfare Check, Farm Audits.

  4. Biosecurity Measure: The model could be used at borders or quarantine stations to inspect imported/exported poultry, ensuring they aren't carrying any diseases. Keywords: Biosecurity, Border Control, Poultry Inspection.

  5. Education/Training: The model could be used as a teaching tool for veterinary students or farmers, helping them learn common signs of a sick chicken. Keywords: Educational Tool, Veterinary Studies, Farmer Training.

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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{
                            healthy-and-sick-chicken-detection-kavqw_dataset,
                            title = { Healthy and Sick Chicken Detection Dataset },
                            type = { Open Source Dataset },
                            author = { charan },
                            howpublished = { \url{ https://universe.roboflow.com/charan-7q0md/healthy-and-sick-chicken-detection-kavqw } },
                            url = { https://universe.roboflow.com/charan-7q0md/healthy-and-sick-chicken-detection-kavqw },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { feb },
                            note = { visited on 2025-03-21 },
                            }

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