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Client:

Motivation:

Fire is unpredictable and may cause huge damages, especially in dry periods. Its early detection and suppression are fundamental to avoid greater losses. Leaving a person for monitoring fire may be boring and inacurate.

Solution:

Application for environmental monitoring using computer vision capable of detecting fire up to 3km away. This tool allows automatic detection in order to save human resources and to be a more accurate monitoring, allowing remote visualization.

Dataset:

Images and annotations of fire and smoke: d-fire.

Example:

The following figure depicts a real smoke detection next to bh.tec. Notice that the image has some sun rays and that fire is small: challenges for detection.

The following figure depicts the smoke detection of a fire essay in a sugar cane plantation. Notice that the day is cloudy and that the smoke is sparse: challenges for detection.