zm-heat-morbidity Object Detection Dataset and Pre-Trained Model by Zebra Mussel Object Detection and Measurement

Images

7 images

Explore Dataset

Here are a few use cases for this project:

Aquatic Ecosystem Monitoring: The model could be employed by ecologists and conservationists to monitor and predict the health of zebra mussels in response to varying heat conditions. This could help understand the impacts of climate change on aquatic ecosystems.
Invasive Species Management: Governmental environmental agencies could use this model to track and manage the spread and health of this invasive species, using the analysis to inform targeted intervention strategies for zebra mussel populations.
Water Treatment Facilities: The model could be used in water treatment facilities to detect and monitor zebra mussel morbidity due to heat, given their potential to block pipelines. This would help in maintaining infrastructure and predicting potential infestations.
Aquaculture Industry: Commercial mussel farmers could use this model to monitor the health of zebra mussels constrained by heat conditions. Early detections of morbidity could assist in implementing measures to minimize losses.
Educational Research: Schools and universities could use the images and model for teaching and research, helping students understand the response of zebra mussels to heat stress and their overall impacts on aquatic environments.

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{ zm-heat-morbidity_dataset,
    title = { zm-heat-morbidity Dataset },
    type = { Open Source Dataset },
    author = { Zebra Mussel Object Detection and Measurement },
    howpublished = { \url{ https://universe.roboflow.com/zebra-mussel-object-detection-and-measurement/zm-heat-morbidity } },
    url = { https://universe.roboflow.com/zebra-mussel-object-detection-and-measurement/zm-heat-morbidity },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { oct },
    note = { visited on 2023-12-10 },
}