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From One Image to 3D: Beginner Demand Drives Attention Toward AI Modeling Platforms

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From One Image to 3D: Beginner Demand Drives Attention Toward AI Modeling Platforms
Business

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From One Image to 3D: Beginner Demand Drives Attention Toward AI Modeling Platforms

2026-03-04 17:35 Last Updated At:17:55

SINGAPORE, March 4, 2026 /PRNewswire/ -- As generative AI expands into 3D creation, a growing number of first-time users are exploring how to convert a single image into a usable 3D model without traditional modeling expertise. Math Magic reports rising interest from these users, noting that its recently released Hitem3D v2.0 has drawn attention for its streamlined workflow and production-oriented outputs designed to lower the barrier to entry.

The trend reflects a broader change across the 3D ecosystem. In 2026, image-to-3D tools are increasingly evaluated not only on visual quality but on how reliably their outputs perform in downstream workflows such as 3D printing, game asset preparation, and digital fabrication. For newcomers, accessibility is becoming closely tied to structural predictability.

Hitem3D focuses specifically on photo-to-model conversion. The platform enables users to upload a single image and generate a structured 3D asset within minutes, avoiding the need for multi-view capture or complex photogrammetry setups. Its guided process—upload, configure, generate, export—makes AI-driven modeling more approachable for creators without prior 3D experience.

Early AI modelers often produced meshes that looked complete but required significant manual repair. Recent development across the sector has therefore emphasized print-aware reconstruction and topology stability. Hitem3D's 2.0 pipeline reflects this direction through integrated geometry and texture generation, including high-resolution 1536³ internal texture representation output and structure-aware texture synthesis designed to improve mesh consistency.

The system also addresses common single-image challenges by inferring occluded regions and reducing lighting artifacts from source photos, helping models remain stable when exported into widely used formats for slicing software, real-time engines, and digital content pipelines.

As AI-driven modeling matures, platforms that balance automation with production awareness are expected to play a growing role in expanding access to 3D creation.

Hitem3D v2.0 is now available worldwide. Learn more about Hitem3D v2.0 and explore sample outputs at hitem3d.ai and hitem3d.ai/3dprinting/use-case.

About Hitem3D
Hitem3D, pioneered by MathMagic (founded 2024), converts single or multi-view images into production-ready 3D models for 3D printing, industrial design, and game asset creation. The platform serves users in more than 150 countries and integrates into professional digital production workflows.

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From One Image to 3D: Beginner Demand Drives Attention Toward AI Modeling Platforms

From One Image to 3D: Beginner Demand Drives Attention Toward AI Modeling Platforms

SINGAPORE and NEW YORK, March 4, 2026 /PRNewswire/ -- Embed Financial Group Holdings Pte. Ltd. ("EFGH" or the "Company"), a Singapore-headquartered financial internet infrastructure company operating across emerging markets in Africa and Asia, announced the appointment of Mr Woon Tai Ho as an Independent Director.

Mr Woon previously served as an Independent Advisor to the Company and member of its Board of Advisors, and now joins the Board as an Independent Director as EFGH strengthens its governance framework ahead of its proposed U.S. listing.

EFGH has entered into a definitive Business Combination Agreement ("BCA") with WinVest Acquisition Corp. ("WinVest"), a publicly traded special purpose acquisition company, on 3 December 2025. The proposed transaction values EFGH at a pro forma enterprise value of approximately US$425 million.

Mr Woon is a pioneer of Asian broadcasting and an inductee of the Singapore Media Industry Hall of Fame. He led the team that launched Channel NewsAsia in 1999, Singapore's English-language regional news broadcaster focused on Asia and global current affairs. Over the course of his career, he has played a key role in shaping media strategy, public trust and institutional credibility across Asia.

His appointment reflects EFGH's commitment to building a diverse and independent board as it prepares for life as a U.S. public company.

The Company's other Independent Directors are:

Mr Munya Chiura
A Zimbabwean with over 25 years of experience advising companies on emerging markets growth, Mr Chiura specialises in fintech expansion across Africa. He has held senior leadership roles at global cross-border platforms including dLocal, Flutterwave, Flywire and MPOWER Financing, and has also served as an Innovation Consultant to the World Bank.

Ms Cecily Ng
A Singaporean with senior leadership experience at Salesforce, Microsoft, IBM and Sun Microsystems, Ms Ng is currently Vice President and General Manager for ASEAN and Greater China at Databricks. She brings extensive experience in enterprise technology, regional market expansion and digital transformation.

Mr Goh Theng Kiat
A Singaporean with more than 30 years of experience in marketing, communications and business management, Mr Goh most recently served as Chief Customer Officer at Prudential Singapore, where he oversaw customer strategy and engagement.

EFGH's Board is led by Founder and Executive Chairman Mr Dennis Ng, a Singaporean with more than two decades of leadership experience across banking, insurance and consulting in Asia and Africa. He has held senior roles at Prudential, Allianz and Citi, where he led initiatives in digital transformation, market expansion and large-scale revenue growth.

"As EFGH approaches its listing on a major U.S. stock exchange, the calibre of our Board reflects the seriousness with which we approach governance. Strong, independent oversight is not a formality — it is the bedrock of investor confidence and long-term value creation. I am proud to welcome Tai Ho, Cecily, Theng Kiat, and Munya to our Board. Each brings deep expertise and a proven track record, and together they will provide the independent perspective and rigour that will serve our shareholders, partners, and the communities we operate in. EFGH is at an inflection point, and having this quality of governance leadership is exactly what is needed to take us to the next level."
— Dennis Ng, Founder, Executive Chairman and Global Chief Executive Officer, EFGH

About EFGH

Embed Financial Group Holdings Pte. Ltd. (EFGH) is a Singapore-headquartered embedded finance technology company on a mission to build the Finternet - a global, inclusive financial ecosystem powered by technology. Valued at US$425 million, EFGH enables financial institutions, enterprises, and partners across Africa and Asia to embed financial services into everyday experiences, driving financial inclusion at scale.

For more information, visit efgh.xyz

** This press release is distributed by PR Newswire through automated distribution system, for which the client assumes full responsibility. **

EFGH Appoints Independent Director Woon Tai Ho to Strengthen Board Governance Ahead of U.S. Listing

EFGH Appoints Independent Director Woon Tai Ho to Strengthen Board Governance Ahead of U.S. Listing

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