Smoke100 Computer Vision Project

Smoke Detection

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Description

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.

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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{
                            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 2024-12-21 },
                            }