In this paper, a new intelligent model for the color dyestuff preparation process that combines ANFIS(Adaptive Neuro-Fuzzy Inference System) algorithm with image processing techniques is presented. The proposed model can preprocess the scanned original color input images to eliminate their distorted components by means of the image histogram technique of image pixels, then extracting color mixing information from preprocessed color input images. To obtain the required color, the generated color was matched to the original color by means of the Euclidean distance. For precise model design, practical data extracted from practical processes were used. And the proposed model was implemented with delphi.