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Smoke100 Computer Vision Project

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Smoke Detection Dataset

This computer vision smoke detection dataset contains images of synthsized smoke in both indoor and outdoor settings. Check out the source link below for more information on this dataset.

source:

Smoke100k dataset
https://bigmms.github.io/cheng_gcce19_smoke100k/

Use Cases

  • Identifying smoke indoors
  • Identifying smoke outdoors (but not with aerial imagery)
  • Identifying smoke-like object (eg: mist/steam from humidifiers)

Testing

You can test this model by using the Roboflow Inference Widget found above. The action hits the model inference API, which in turn produces the color coded bounding boxes on the objects the model was trained to detect, along with its labels, and confidence for each prediction. The feature also produces the JSON output provided by the API.

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{ smoke100-uwe4t_dataset,
    title = { Smoke100 Dataset },
    type = { Open Source Dataset },
    author = { Smoke Detection },
    howpublished = { \url{ https://universe.roboflow.com/smoke-detection/smoke100-uwe4t } },
    url = { https://universe.roboflow.com/smoke-detection/smoke100-uwe4t },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { dec },
    note = { visited on 2023-01-31 },
}

Last Updated

2 months ago

Project Type

Object Detection

Subject

smoke

License

CC BY 4.0