AI Lumilikha ng Napakabilis na 3D Models para sa Mga Laro
Binabago ng AI ang pagbuo ng laro sa pamamagitan ng paglikha ng 3D models sa loob ng ilang segundo mula sa teksto o mga larawan—nakakatipid ng oras sa manwal na paggawa. Alamin ang pinakamahusay na mga AI tool ng 2025 tulad ng Meshy, Sloyd, at Ludo, at kung paano ginagamit ito ng mga pangunahing game studio para pabilisin ang malikhaing proseso.
Ang makabagong pagbuo ng laro ay nangangailangan ng napakaraming 3D assets – mula sa mga karakter at sandata hanggang sa mga tanawin at props. Tradisyonal, ang paggawa ng isang mataas na kalidad na 3D model ay maaaring tumagal ng oras o araw ng bihasang paggawa. Ang AI-powered modeling ay binabago na ngayon ang laro. Ang mga bagong generative na teknik (tulad ng text-to-3D at image-to-3D) ay nagpapahintulot sa mga developer na gumawa ng detalyadong 3D assets sa loob ng ilang segundo o minuto sa halip na oras.
Paano Gumagawa ang AI ng 3D Game Assets
Gumagawa ang AI ng 3D models gamit ang advanced neural networks at malalaking dataset ng umiiral na 3D hugis at texture. Dalawang pangunahing pamamaraan ang nangingibabaw:
Text-to-3D
Image-to-3D
Sa likod nito, madalas gamitin ng mga system na ito ang diffusion models o Neural Radiance Fields (NeRFs) para bumuo ng 3D geometry at kulay mula sa 2D prompts. Halimbawa, ang Point-E system ng OpenAI ay unang gumagawa ng 2D view mula sa teksto at pagkatapos ay bumubuo ng 3D point cloud – tinatapos ang buong proseso sa loob ng 1–2 minuto. Ang susi ay natutunan ng AI kung paano nagkakasabay ang mga hugis at kulay sa mga bagay, kaya nakakagawa ito ng mga bagong assets "mula sa simula" kapag na-train na.
Pinapayagan ka ng mga modernong AI tool na mag-type ng prompt at agad makita ang 3D model. Halimbawa, ang text-to-3D system ng Meshy AI ay gumawa ng detalyadong bahay na may lumot mula sa isang prompt. Maaaring i-preview at i-refine ang mga modelong ito sa loob ng ilang segundo.
— AI Game Development Practice
Higit pa sa mga indibidwal na modelo: Ang ilang AI research ay naglalayong bumuo ng buong mundo ng laro mula sa teksto. Ang Genie 3 world-model ng Google DeepMind ay makakagawa ng buong 3D environment na maaaring tuklasin ng mga user nang real time. Maaaring magbigay ang designer ng prompt tulad ng "nayon sa niyebe sa bundok" at makikita ang isang buong interactive na eksena na may mga gusali, puno, at NPC. Bagaman nasa maagang yugto pa, ipinapakita nito kung paano malaki ang maitutulong ng AI sa pagpapabilis ng paggawa ng assets at disenyo ng level para sa mga laro.

Pangunahing Mga Bentahe
Napakabilis na Pagbilis
Ang dati ay tumatagal ng oras ng manwal na pagmomodelo ay ngayon nangyayari sa loob ng ilang minuto o mas mababa pa.
- Mga gawain na dati ay tumatagal ng araw ay ngayon tumatagal na lang ng minuto
- 90% ng mga game studio ay gumagamit ng AI sa kanilang workflow
- 95% ang nag-ulat ng automation ng paulit-ulit na gawain
Konsistensi ng Estilo
Pinapayagan ka ng mga AI platform na kontrolin ang art style upang lahat ng mga modelong ginawa ay tumugma sa estetika ng iyong laro.
- Iba't ibang bersyon sa parehong visual style
- Pinipigilan ang hindi pagkakatugma ng visual sa buong mundo ng laro
- Awtomatikong pagbuo at paglalagay ng mga eksena
Demokratikong Paglikha
Ang mas maliliit na koponan at indie developers ay maaari nang gumawa ng kalidad na 3D assets nang hindi nangangailangan ng maraming taon ng karanasan.
- Minimal na kasanayan ang kailangan para sa magandang resulta
- Pinapantay ang pagkakataon para sa mga solo creator
- Pinabababa ang gastos sa pagmomodelo ng hanggang ~90%
Praktikal na workflow: Sa praktis, ginagamit ang AI para mabilis na gumawa ng placeholder o prototype assets upang mabilis na masubukan ang gameplay. Halimbawa, maaaring ilarawan ng isang indie team ang isang sci-fi rifle o isang fantasy tree at makakagawa ang AI ng isang magaspang na 3D model sa loob ng ilang segundo. Pinapayagan sila ng placeholder na ito na mag-focus sa game logic at mabilis na mag-iterate, pagkatapos ay i-refine ang asset kung kinakailangan.
Maaaring maglagay ang mga game dev ng paglalarawan at agad makakuha ng textured model. Halimbawa, pinapayagan ng Ludo.ai's 3D Asset Generator ang user na mag-type ng "kabayo na may cybernetic implants" at gumagawa ang AI ng game-ready na modelong kabayo agad-agad. Pinapabilis nito ang prototyping nang walang manwal na sculpting.
— AI Game Asset Generation Practice

Mga Sikat na AI 3D Modeling Tools
Several specialized AI tools and platforms have emerged to make 3D game asset creation easier:
Sloyd.ai
Application Information
| Developer | Sloyd team, co-founded by Øyvind Sørøy, Andreas Edesberg, Avi Latner, and Noam Tzionit, with a team of 3D artists and engineers |
| Supported Platforms |
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| Language Support | English-language interface; available globally |
| Pricing Model | Freemium — free plan available; paid tiers (Plus, Pro, Enterprise) for advanced features and API usage |
Overview
Sloyd.ai is a next-generation 3D creation platform that combines parametric modeling with generative AI to help creators rapidly produce game-ready 3D assets. Without requiring traditional 3D modeling skills, users can generate props, architecture, characters, and other objects by combining text prompts, image references, and customizable templates. All output meshes are optimized for game engines with clean topology, UV mapping, and LOD support. Sloyd also provides an API/SDK for real-time asset generation inside games and applications.
Key Features
Create 3D models from text descriptions or reference images in seconds.
- Text-to-3D conversion
- Image-to-3D conversion
Customize predefined 3D templates using intuitive sliders and toggles.
- Furniture, buildings, props
- Precise control over shapes
Optimized meshes ready for immediate use in game engines.
- Clean topology and UV mapping
- LOD controls and polygon optimization
Generate models dynamically inside game engines via API/SDK.
- Unity and Unreal support
- Procedural content creation
Apply consistent styling across your models with presets or custom textures.
- Style presets library
- Custom texture training
Designed for creators of all skill levels to generate professional 3D models.
- Intuitive interface
- Beginner-friendly workflows
Download or Access
Getting Started
Sign up for a free Sloyd account on the web app to get started immediately.
Select from three creation methods: use parametric templates, generate from text prompts, or convert images to 3D models.
Adjust parameters, apply style presets, upload reference textures, and set mesh properties like polygon count and LOD levels.
View your model in real time and make adjustments to parameters or prompts until you're satisfied with the result.
Download your model in game-friendly formats (.obj, .glb, and more) for use in your projects.
Use Sloyd's API or SDK to generate assets dynamically at runtime inside Unity, Unreal, or other game engines.
Important Notes
- AI-generated output may require manual refinement and optimization for specific use cases
- The web-based editor requires a stable internet connection and modern browser performance
- Complex or large-scale runtime generation may require integration planning and custom licensing (Studio/Enterprise tiers)
- Commercial use is permitted across all plans; redistribution and reselling rights vary by tier
Frequently Asked Questions
Yes — Sloyd's plans include commercial use rights. Redistribution and reselling rights vary depending on your subscription tier.
You can export models as .obj, .glb, and other common formats that are compatible with major game engines like Unity and Unreal Engine.
Yes — Sloyd provides an API and SDK for runtime generation inside game engines like Unity and Unreal, enabling procedural and user-driven content creation.
Models generated from text or image prompts can be created in seconds to minutes, thanks to Sloyd's parametric engine combined with generative AI technology.
No — Sloyd is specifically designed for creators of all skill levels. You can generate and customize professional 3D models without any prior 3D modeling experience.
Meshy.ai
Application Information
| Developer | Meshy LLC |
| Supported Platforms | Web-based tool accessible on desktop and laptop browsers |
| Language Support | Multiple languages including English, Spanish, French, Chinese, Japanese, and more. Available globally. |
| Pricing Model | Freemium — Free plan (200 credits/month), Pro (~$20/month), Max (~$60/month), Max Unlimited (~$120/month), plus custom Enterprise plans |
General Overview
Meshy.ai is an AI-powered 3D generation platform that transforms text prompts or 2D images into high-quality, game-ready 3D models in seconds. Designed for game developers, designers, 3D printing enthusiasts, and creative professionals, Meshy eliminates the need for deep modeling expertise. With intelligent remeshing, AI-driven textures, and automatic rigging, the platform dramatically accelerates 3D asset production and supports seamless export to real-time game engines.
How It Works
Meshy.ai leverages advanced generative AI to simplify 3D model creation. Users input either text descriptions or reference images, and the platform generates detailed, textured 3D models optimized for real-time use. The smart remeshing engine lets you balance polygon count (1k to 300k triangles) to match your performance requirements.
For characters and organic models, Meshy offers automated rigging plus access to an animation library with 500+ game-ready movements. The AI-based texturing system generates PBR maps (diffuse, metallic, roughness, normal) from simple prompts or images. Integration with industry-standard workflows includes export to FBX, GLB, OBJ, STL, USDZ, and BLEND formats, plus native plugins for Unity, Unreal, Blender, Godot, and more.
Key Features
Transform natural language prompts or reference images (sketches, photos, concept art) into fully modeled 3D assets in seconds.
Generate PBR-ready textures including diffuse, normal, metallic, and roughness maps from text or image references.
Dynamically adjust mesh density from very low (1k) to very high (300k) triangle/quad counts to optimize for your needs.
Auto-rig characters and access 500+ game-ready animations including walk, jump, combat, and dance movements.
Handle 50+ simultaneous modeling and texturing tasks for efficient workflow management.
REST API and native plugins for Unity, Unreal, Blender, Godot, and other industry-standard tools.
Download or Access
Getting Started Guide
Go to the Meshy.ai website and explore the platform.
Sign up for a free account to access your monthly credits.
Text to 3D: Enter a descriptive prompt and submit. Image to 3D: Upload a reference image (sketch, photo) and convert.
Use the built-in Prompt Helper to optimize your descriptions for better results.
After the base model generates, apply AI texturing by providing a prompt or uploading an image to style the texture.
Use Smart Remesh to select the polygon count (1k–300k) that best suits your performance requirements.
For characters, apply automatic rigging and optionally assign an animation from Meshy's library.
Preview the model in your browser, make adjustments if needed, then export in your desired format (FBX, OBJ, GLB, STL, USDZ, BLEND).
Use the API or native plugin to import your generated 3D asset directly into Unity, Unreal, Blender, or your preferred game engine.
Important Limitations
- Complex prompts or images may generate results requiring refinement or manual cleanup
- Face geometry from image-to-3D conversions can occasionally produce distorted features
- Very high-density meshes or detailed textures may require powerful hardware to process after download
Frequently Asked Questions
Yes, you can own and use generated assets commercially depending on your pricing tier. Commercial rights are included with all paid plans.
Meshy.ai supports FBX, GLB, OBJ, STL, 3MF, USDZ, and BLEND formats, ensuring compatibility with most 3D tools and game engines.
Yes, Meshy.ai provides a REST API and native plugins for Unity, Unreal, Blender, Godot, and other industry-standard engines, enabling seamless asset generation and import.
Meshy provides a library of 500+ game-ready animations, including walk, jump, combat, dance, and other common character movements.
No, Meshy.ai is designed to be beginner-friendly. You can generate professional 3D models purely from text or images without any manual mesh manipulation or modeling expertise required.
Ludo.ai
Application Information
| Developer | Ludo.ai — a company specializing in AI-powered game design and asset creation tools |
| Supported Platforms |
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| Language Support | English interface; available globally |
| Pricing Model | Freemium — Free tier (30 credits), Indie ($15/month), Pro ($30/month), Studio ($160/month) |
Overview
Ludo.ai is an AI-powered platform that accelerates game development by generating production-ready 3D assets from text descriptions or images. It eliminates the need for traditional 3D modeling expertise, enabling developers to create textured, game-ready models in minutes. Perfect for rapid prototyping and concept exploration, Ludo.ai integrates seamlessly with the broader Ludo ecosystem of game development tools.
Key Capabilities
Ludo.ai's 3D Asset Generator leverages generative AI to transform simple inputs into fully realized 3D models. The 2025 update introduces multiple creation modes, giving developers flexible control:
Create 3D models from natural language descriptions with AI-powered interpretation.
Upload 2D images; Ludo.ai automatically removes backgrounds and infers 3D geometry.
Apply or regenerate PBR textures (albedo, metallic, roughness) using text prompts.
Modify asset shape or appearance with strength sliders and custom prompts.
Inspect generated models in real time with mesh and textured visualization modes.
Download in GLB (with textures), STL, PLY, OBJ, or OFF formats.
Access Ludo.ai
Getting Started
Sign up or log in to Ludo.ai via its website to access the 3D Asset Generator.
Choose from Text-to-3D, Image-to-3D, Texture Generation, or Model Variation based on your needs.
Enter a descriptive prompt (for text) or upload a clean reference image. Use the built-in image editor for masking and adjustments if needed.
Optionally adjust mesh detail (shape complexity) and texture resolution to optimize for your game engine.
Click Generate and wait for processing. For text-to-3D, Ludo.ai creates a 2D concept first, then converts it to 3D. Preview in the interactive viewer with textured, wireframe, or rotated views.
Re-texture or apply variations to existing models via the context menu for further customization.
Download the final model in your preferred format (GLB, OBJ, STL, PLY, or OFF) and integrate into your game engine.
Important Considerations
- Best for Prototyping: Generated models excel at rapid prototyping and early-stage visualization. Production-quality assets may require manual cleanup or re-topology.
- Two-Step Workflow: Text-to-3D involves a 2D generation phase followed by 3D conversion, which adds iteration time compared to direct 3D generation.
- Credit-Based Refinement: Re-texturing and mesh optimization consume credits, so plan your workflow accordingly.
- Commercial Use: Generated assets are available for commercial use depending on your subscription tier.
Frequently Asked Questions
Yes. Ludo.ai permits export and commercial use of generated assets, with availability depending on your credit tier and subscription plan.
Ludo.ai supports GLB (with embedded textures), STL, PLY, OBJ, and OFF formats, providing flexibility for different game engines and workflows.
No. Ludo.ai is specifically designed for creators without modeling skills. You can generate professional assets purely from text descriptions or reference images.
Yes. You can upload your own 3D models or use Ludo.ai-generated assets to re-texture them or create variations using the Model Variation tool.
CSM Cube (Common Sense Machines)
Application Information
| Developer | Common Sense Machines, Inc. |
| Supported Platforms |
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| Language Support | English and Spanish in iOS app; globally available via CSM website |
| Pricing Model | Free tier available; credit-based in-app purchases for advanced features |
Overview
CSM Cube is an AI-powered 3D asset generation tool that transforms images, text, or sketches into production-ready 3D models in seconds. Using advanced neural networks combining diffusion, transformers, and neural radiance fields, Cube enables creators to generate textured meshes, refine them to HD quality, and automatically rig and animate characters—all without requiring advanced 3D modeling skills.
Key Features
Create 3D models from images, text descriptions, or sketches instantly.
Upgrade initial meshes to HD-quality models with enhanced geometry and texture detail.
Segment images into logical pieces for modular, cleanly separated meshes with optimized topology.
Apply or regenerate PBR textures via text guidance to enhance surface quality and realism.
Auto-rig humanoid models and apply pre-built animations or generate custom animations via text prompts.
Export to OBJ, glTF, USD, and more; compatible with Unity, Unreal, Blender, and industry-standard engines.
Download or Access
Getting Started
Visit the CSM Cube web app or download the Cube app from the App Store.
Select from Image to 3D, Text to 3D, or Parts-based & Asset Pack modes.
Upload your image(s) and customize mesh topology, polygon count, symmetry, and texture preferences.
Click Generate for fast preview ("turbo") or start a Refine session for higher-fidelity output.
Use the 3D viewer to examine your model in wireframe, texture, or combined mode. Optionally segment and regenerate parts.
Select humanoid options, choose from the animation library, or create custom animations using text prompts.
Export in your preferred format (OBJ, glTF, USD) for immediate use in your game engine or 3D application.
Important Considerations
Frequently Asked Questions
Yes — Cube is specifically designed for game-ready assets. All exported models can be used in commercial projects without restrictions.
Cube supports export to OBJ, glTF, USD, and other common 3D formats compatible with major game engines and 3D applications.
No — Cube is designed for creators of all skill levels. You can generate professional-quality models from simple images, sketches, or text descriptions without advanced 3D knowledge.
Basic generation ("turbo" mode) completes in seconds. High-quality refine sessions typically take several minutes, depending on your chosen settings and model complexity.
Yes — Cube automatically rigs humanoid meshes and provides access to a built-in animation library. You can also generate custom animations using text prompts for greater creative control.
Yes — Cube has a dedicated iOS app available for iPhone, iPad, and Mac computers with Apple Silicon (M1 or later).
3D AI Studio
Application Information
| Developer | 3D AI Studio team (3daistudio.com) |
| Supported Platforms |
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| Language Support | English; globally accessible |
| Pricing Model | Paid subscription starting at US$14/month (Basic plan). Credit-based generation (~25 credits per task) |
Overview
3D AI Studio is an AI-powered platform that generates production-ready 3D models from text prompts or uploaded images. Designed for game developers, 3D artists, and designers, it eliminates traditional modeling workflows by producing textured, game-ready assets in minutes. The platform includes quad-remeshing, LOD generation, and multi-format export for seamless integration into Unity, Unreal Engine, and 3D printing pipelines.
Key Features
Generate 3D models by entering natural language prompts describing your desired object.
Upload a 2D image or sketch to instantly convert into a fully textured 3D model.
Automatically generate PBR-style textures including diffuse, normal, and roughness maps from prompts.
Clean topology and generate levels of detail for optimal performance in real-time engines.
Set real-world scale and pivot points for export-ready placement in your projects.
Export to FBX, GLB, OBJ, STL, USDZ, 3MF, and BLEND for compatibility across platforms.
Download or Access
Getting Started
Create an account or log in to the 3D AI Studio website to access the platform.
Select either Text to 3D (describe your object) or Image to 3D (upload a reference image).
Type a detailed prompt or upload your reference image to guide the AI generation process.
Choose your preferred model quality (e.g., "Prism Turbo" for speed or "Prism 3" for detail) to balance generation time and output quality.
Click "Generate" and wait for the AI to produce your model. Fast generations take 20–30 seconds; high-detail versions take 2–4 minutes.
Use the 3D viewer to examine your mesh and textures. Switch between wireframe and textured modes to verify quality.
Apply quad-remeshing or generate LODs if needed to optimize your model for production use.
Download your finished model in your chosen format (FBX, GLB, OBJ, etc.) for use in game engines or 3D pipelines.
Important Limitations
- Credit-Based Pricing: Each Text-to-3D or Image-to-3D generation costs approximately 25 credits per task.
- Generation Time: High-quality, detailed generations (Prism 3) can take several minutes to complete.
- Post-Processing Required: Some user feedback indicates mesh topology or texture results may need manual refinement for production-ready use.
- Scaling Costs: Heavy usage may require upgrading to a higher credit tier, increasing subscription expenses.
Frequently Asked Questions
3D AI Studio supports export to multiple industry-standard formats: FBX, GLB, OBJ, STL, USDZ, 3MF, and BLEND. This ensures compatibility with game engines (Unity, Unreal), 3D printing services, animation software, and other professional workflows.
Yes, the generated 3D models are export-ready and fully licensed for commercial use. You can integrate them into game development, animation projects, 3D printing, product visualization, and other commercial applications without restrictions.
Generation time depends on your quality settings. Fast (Turbo) generations complete in approximately 20–30 seconds, while higher-fidelity models (Prism 3) take 2–4 minutes. You can choose the speed/quality balance based on your project needs.
A standard Text-to-3D or Image-to-3D generation costs approximately 25 credits per task. Your subscription plan determines your monthly credit allowance. The Basic plan starts at US$14/month and includes a set number of credits for generations.
According to user reports, new users may receive a limited number of free generations to explore the platform. However, there is no long-term free-tier plan. After your trial credits are exhausted, you'll need to subscribe to a paid plan to continue using the service.
Masterpiece X
Application Information
| Developer | Masterpiece Studio |
| Supported Platforms |
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| Language Support | English; accessible globally online |
| Pricing Model | Paid credits required for AI generation; limited free credits for new users |
Overview
Masterpiece X is an advanced AI-powered platform that enables creators to generate high-quality 3D models rapidly for games, animation, and virtual production. Transform text prompts or reference images into fully textured, rigged, and animated 3D assets. The platform features VR-based editing for intuitive reshaping, painting, and animation workflows. With API and SDK integration, developers can embed 3D generation into custom pipelines. All assets export as GLB files, ready for immediate use in game engines and 3D workflows.
Key Features
Create fully textured 3D models from descriptive text prompts instantly.
Generate 3D assets from sketches or reference images automatically.
Reshape meshes, paint textures, auto-rig, and animate in immersive virtual reality.
Integrate AI 3D generation into Python or Node.js custom workflows seamlessly.
Export as GLB format and share or remix models via the community library.
Download or Access
Getting Started
Sign up or log in at Masterpiece X online platform.
Select between Text-to-3D or Image-to-3D generation.
Enter a detailed text prompt or upload a reference image for generation.
For VR users, connect a Meta Quest headset to enter immersive editing mode.
Adjust mesh geometry, textures, rigging, and animation as desired.
Export the model as GLB format or share in the community library.
Important Notes & Limitations
- Export currently limited to GLB format; FBX and OBJ support coming soon
- High-detail assets may require manual refinement after generation
- Optimal performance recommended on desktop or VR hardware
Frequently Asked Questions
Yes, generated models are suitable for commercial use in games, animation, virtual production, and other professional projects.
Currently GLB format is supported. Additional formats including FBX and OBJ are planned for future releases.
No, the web version works without VR. However, VR significantly enhances editing, rigging, and animation workflows for a more intuitive experience.
New users receive limited free credits for testing and evaluation. Ongoing use requires paid credits based on your generation needs.
Yes, the platform provides Python and Node.js SDKs for seamless integration into custom applications and development workflows.
Mga kilalang platform sa ecosystem:
- Luma AI – Gumagamit ng NeRF technology para sa photorealistic na 3D models mula sa mga larawan at video
- Kaedim – Nagko-convert ng 2D art sa 3D models na optimized para sa Unity at Unreal Engine
- Sketchfab – Nagbibigay ng mga gabay at integrasyon para sa AI-generated content
- Blender plugins – Direktang tumatawag ng AI generators sa loob ng sikat na 3D software
- Google Project Bernini – In-house na solusyon para sa AI-based na pagbuo ng 3D hugis
Bawat isa sa mga AI tool na ito ay malaki ang naitutulong sa pagpapabilis ng development. Maaaring mag-iterate ang designer ng dose-dosenang variation ng modelo sa oras na dati ay para lang sa isang modelo. Naglalabas sila ng assets sa mga standard na 3D format (FBX, OBJ, glTF), handang i-import sa Unity, Unreal Engine, o iba pang game engine.
Mga Hamon at Limitasyon
Sa kabila ng hype, hindi perpekto ang mga kasalukuyang AI model. Ang pag-unawa sa mga limitasyong ito ay tumutulong sa mga developer na gamitin nang epektibo ang AI:
Pagkakaiba-iba ng Kalidad
Maraming AI-generated na modelo ang nangangailangan ng manwal na paglilinis: pag-aayos ng mesh topology, pag-optimize ng UV maps, o pagpipino ng mga texture. Mahirap pa rin makuha nang tama ang mga komplikadong bagay (tulad ng fully rigged na mga karakter o eksaktong mekanikal na bahagi) nang walang kamay ng artist. Sa ngayon, mahusay ang AI sa static props at mga kapaligiran – mga espada, kahon, gusali, tanawin – ngunit nahihirapan sa mga animated na karakter o masalimuot na lohika. Napapansin ng mga developer na ang AI assets ay maaaring may dagdag na vertices o kakaibang geometry na kailangang putulin (bagaman may ilang tool na may auto-retopology).
Kailangan ng Prompt Engineering
Ang pagkamalikhain ay mula pa rin sa developer. Kadalasan, kailangan ng mahusay na prompt o input na larawan para sa magandang resulta. Natututo ang mga designer na magsulat ng mas mahusay na prompt at mag-iterate upang makuha ang tamang estilo at detalye. Halimbawa, kabilang sa mga tip ang pagtukoy ng eksaktong estilo o paghahati ng komplikadong asset sa mga bahagi. Sa ngayon, ang AI ay isang kasamang katuwang, hindi ganap na awtomatikong artist. Kahit ang mga tool na nagsasabing gumagawa ng "direktang magagamit" na mga modelo ay may kasamang mga tool para sa pag-edit at rigging upang pinuhin ang output.
Workflow at Mga Isyung Legal
Dapat maingat na suriin ng mga studio ang AI assets para sa mga isyu sa copyright (depende sa training data) at tiyakin na naaabot nila ang mga target sa performance (bilang ng polygon, laki ng texture). May ilang platform na may mga built-in na tseke (tulad ng mga filter ng Shutterstock) upang matiyak ang ligtas at mataas na kalidad na output. Habang umuunlad ang mga AI tool, inaangkop din ng mga game team ang kanilang mga proseso: naglalaan ng oras para suriin ang AI-generated assets, ayusin ang mga ito, at isama nang maayos sa kanilang laro.

Konklusyon
Ang AI-driven 3D modeling ay mabilis na binabago ang pagbuo ng laro. Ang dati ay nangangailangan ng mga eksperto sa pagmomodelo at mahahabang deadline ay maaari nang mangyari sa loob ng ilang sandali gamit ang tamang mga tool. Sa pamamagitan ng paggamit ng mga text prompt, larawan, o sketch, maaaring gumawa ang mga developer ng mataas na kalidad na assets sa loob ng ilang segundo hanggang minuto – isang game-changing na pagpapabilis ng content pipeline. Ang mga nangungunang platform tulad ng Sloyd, Meshy, Ludo, at iba pa ay nag-aalok na ng mga kakayahang ito, at ang mga higanteng teknolohiya tulad ng Google, NVIDIA, at Autodesk ay nagtutulak ng hangganan sa pamamagitan ng pananaliksik at pakikipagtulungan.
Sa huli, ang pangako ng AI ay "buksan ang 1 bilyong 3D creator," ayon sa mga lider ng industriya – ginagawa ang paglikha ng 3D asset na kasing dali ng pagsulat ng isang pangungusap.
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