Image Processing Based Pattern Recognition and Computerized Embroidery Machine

In the last decades, embroidery getting much attention in industries and academics. Although technique is very old, it still adopted. The current era of machine learning smart devices makes this method even more attractive, easy to adopt high accuracy. proposed research work aims highlight implementation new field, based on microcontrollers. Adopting will be feasible transform from old sewing a method. Using devices, precise get fulfilling user's demands. It gives simple raster images, which are used convert into digital images portray any product. novel idea generating rather than complicated ones, difficult draw. our method, we introduce digitization process input image file for vectorizing where vector can easily DST file, commonly format originally Tajima. also has Gcode file. runs generated