Early detection of active forest fires is critical to determine the starting point of the fire for effective emergency responses.Future work will be based on using geostationary satellite imagery for rapid monitoring of active fires to provides high temporal resolution for fast monitoring in a larger scale.A deep CNN (Fire-Net) was proposed in this work to detect active forest fires in various regions.