The RF Hunter is a device designed to detect and measure RF signals in the environment, useful for finding hidden cameras and other RF-enabled devices. It is built using an ESP32, AD8317 RF detector, and other components, and displays the signal strength on an OLED display. The device can be assembled with a bill of materials costing around $100. The creator has made the project open-source and is open to improvements and feedback.