Here is a great step by step tutorial on how to do the Algerian Eye Stitch.
This is a stitch often found on canvas needlework, pulled work embroidery and forms of counted thread work.Worked on even weave embroidery fabric, it is made up of stitches arranged in a square. Work this stitch with the fabric held under tension in an embroiderers hoop or on a needlework frame.
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