This paper presents an application of techniques for images analysis in order to assess quality of Emmental cheese. The software ImageJ is used for processing the images of cheese samples. A statistical analysis is performed in order to evaluate how even is distribution of areas with gas holes on the cut surface of Emmental cheese. The factor of even gas holes distribution is defined. Experts’ estimation is used for comparison with results of images analysis and the results are encouraging.