There is a great need to measure food deformation during the drying process. To address this need, we develop and demonstrate an optical fiber strain sensor based on the Fabry-Perot interferometer and an improved sensor based on the intensity dependence of fiber separations. The sensors are powered up and read out through one single optical fiber and are compatible with microwave dryers. The preliminary results show that the improved sensor has a high potential to measure strains on fresh banana slices during drying. Research is underway to optimize the sensor design for food samples and to better understand the sensor performance. The optical fiber strain sensors can be used for real-time monitoring and process control in the food industry.