An Inpainting-Infused Pipeline for Attire and Background Replacement

In recent years, groundbreaking advancements in Generative Artificial Intelligence (GenAI) have triggered a transformative paradigm shift, significantly influencing various domains. In this work, we specifically explore an integrated approach, leveraging advanced techniques in GenAI and computer vision emphasizing image manipulation. The methodology unfolds through several stages, including depth estimation, the creation of inpaint masks based on depth information, the generation and replacement of backgrounds utilizing Stable Diffusion in conjunction with Latent Consistency Models (LCMs), and the subsequent replacement of clothes …

advanced artificial artificial intelligence computer computer vision cs.ai cs.cl cs.cv domains explore genai generative generative artificial intelligence groundbreaking image inpainting intelligence manipulation methodology paradigm pipeline replacement shift through vision work