Hyper-Realistic Crochet Doll Portrait Transformation

Convert this portrait into a hyper-realistic crochet doll. Recreate {argument name="subject" default="the subject"} entirely using yarn and knitted textures while keeping the exact same pose, composition, framing, and expression.

Skin should be made of tightly stitched yarn loops with clearly visible knit patterns and natural stitching direction. Add depth and slight imperfections like real handmade crochet. Freckles must be recreated using darker thread stitches.

Hair should be made from thick yarn strands, slightly wavy, with a handcrafted look and visible fiber texture. Eyebrows and eyelashes should be finely stitched with thread. Eyes should remain semi-realistic with a glass-like appearance but embedded naturally into the yarn face.

Lips should be stitched with red thread, slightly raised and textured.

Convert clothing into knitted wool fabric with clear yarn detail. Convert {argument name="decorative elements" default="flowers"} into fully crocheted elements with layered yarn petals and stitched leaves.

Use soft studio lighting, shallow depth of field, and macro-level detail. Emphasize handcrafted realism with visible yarn fibers and texture. Avoid smooth or plastic skin.

extreme detail, macro lens, 8k, handcrafted crochet realism, visible yarn fibers, no smooth surfaces