The Coarse Material Runaway Intelligent Detection Device collects materials from pipelines such as vibrating screen underscreen water, centrifuge centrifugal liquid, stack screen underscreen water, and classification cyclone overflow through a bypass method. It uses video analysis technology to analyze the material conditions on the screen mesh. When large particles are detected on the screen mesh, it identifies the situation as a coarse material runaway alarm.