The handheld terminal bacon detection system based on Raspberry Pi was investigated and applicated in this paper. The computer vision and artificial olfactory were used to collect the bacon color characteristic value and Plaque as so as the concentration of volatile gases, respectively. Moreover the collected data were transfer to the host computer through the GPRS, and then the analyses were returned. Thus we realized the rapid and portable detection of the bacon freshness. Our experiments verified that the terminal could work with good detection accuracy and operability.