DNN(Deep Neural Network), AI-based Early Bushfire Detection System
5. Equipment Supplies
▶ AI Server
- DNN based Object Classification / Detection algorithm
- Edge-computing software embedded in Camera device initially detects the fire events, and Video Analytics (VA) software analyses the event via AI Server at the Command Control Centre .
- Powerful double security with private IP (Cloud type)
▶LTE camera system
- Ultrafine HD resolution, wide dynamic range camera
- In daytime smoke and flame detection in colour
- Night time flame and light in grey-scale low-light mode detection
- Data compression feature
- Switching operation between idle and active modes
- Monitor 360 degree by panning, tilting and zooming (PTZ)
- Wiper and pressurized cartridge equipped cameras
- Electronic image stabilization
- Cell radius of approx. 10 km in open field.
▶ ICS Repeater or Microwave for extending the Telco’s existing LTE coverage area in remote areas
▶Solar panel and ESS (Energy Storage System) for power back up
▶ Camera cell pole / tower (about 30m height)
▶ Command Control Centre (each state and Commonwealth as necessary)
▶Smart warning and evacuation mobile application