We propose ETBHD‐HMF, a novel hierarchical multimodal fusion network that comprehensively learns to align and fuse text instructions into complex image latent code space, achieving high‐quality and accurate hair design. Here, we offer an illustrative example of joint hair colour and hairstyle text as conditional inputs. Abstract Text‐based hair design (TBHD) represents an innovative approach that utilizes text instructions for crafting hairstyle and colour, renowned for its flexibility and scalability. However, enhancing TBHD algorithms to i...