{"slug": "dreamcharacter-1-from-3d-generative-foundation-models-to-product-ready-character", "title": "DreamCharacter-1: From 3D Generative Foundation Models to Product-Ready Character Generation", "summary": "Researchers introduced DreamCharacter-1, a lightweight post-adaptation framework that enhances pretrained 3D foundation models for high-fidelity, production-ready 3D character generation. The framework includes geometry and texture post-training components and inference acceleration, consistently outperforming state-of-the-art methods in generating visually compelling and structurally robust 3D character assets.", "body_md": "arXiv:2607.07817v1 Announce Type: new\nAbstract: We present DreamCharacter-1, a lightweight post-adaptation framework that calibrates pretrained 3D foundation models toward high-fidelity, production-ready 3D character generation. Building upon a 3D foundation backbone, our pipeline incorporates three task-oriented components: (1) geometry post-training, which enhances fine-grained surface details through geometric preference optimization; (2) texture post-training, which synthesizes high-resolution textures and refines the appearance of occluded regions; and (3) inference acceleration, which enables scalable deployment. Extensive quantitative and qualitative experiments demonstrate that DreamCharacter-1 produces visually compelling and structurally robust 3D character assets, consistently surpassing state-of-the-art character generation methods.", "url": "https://wpnews.pro/news/dreamcharacter-1-from-3d-generative-foundation-models-to-product-ready-character", "canonical_source": "https://arxiv.org/abs/2607.07817", "published_at": "2026-07-10 04:00:00+00:00", "updated_at": "2026-07-10 04:21:21.747344+00:00", "lang": "en", "topics": ["artificial-intelligence", "machine-learning", "computer-vision", "generative-ai"], "entities": [], "alternates": {"html": "https://wpnews.pro/news/dreamcharacter-1-from-3d-generative-foundation-models-to-product-ready-character", "markdown": "https://wpnews.pro/news/dreamcharacter-1-from-3d-generative-foundation-models-to-product-ready-character.md", "text": "https://wpnews.pro/news/dreamcharacter-1-from-3d-generative-foundation-models-to-product-ready-character.txt", "jsonld": "https://wpnews.pro/news/dreamcharacter-1-from-3d-generative-foundation-models-to-product-ready-character.jsonld"}}