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Gamefactory
Overview :
GameFactory is an innovative general-purpose world model that focuses on learning from a limited amount of Minecraft gameplay video data and leverages prior knowledge from a pre-trained video diffusion model to generate new game content. Its core advantage lies in its open-domain generative ability, allowing it to create diverse game scenes and interactive experiences based on user-input text prompts and operational commands. It not only demonstrates strong scene generation capabilities but also achieves high-quality interactive video generation through a multi-stage training strategy and plug-in action control modules. This technology holds great promise in fields such as game development, virtual reality, and creative content generation. The pricing and commercial positioning are currently undefined.
Target Users :
GameFactory primarily targets game developers, virtual reality content creators, and researchers interested in interactive video generation technology. It provides these users with a powerful tool that can quickly generate diverse game scenes and interactive experiences, thereby reducing game development costs and enhancing content creation efficiency. Additionally, this technology is well-suited for the education sector, enabling the creation of immersive learning environments.
Use Cases
Generate a first-person perspective game video of a player walking through a lava field based on textual prompts.
Create a real-time interactive video of a player walking in a canyon based on user-input operation commands.
Combine textual descriptions and action controls to generate an immersive game experience of a player exploring a snowy mountain environment.
Features
Utilize a pre-trained video diffusion model to achieve open-domain game scene generation.
Ensure diversity and high quality in scene generation through a multi-stage training strategy.
Support action control modules to facilitate real-time interactions between keyboard and mouse inputs and video generation.
Adopt a sliding window mechanism to address action latency effects, enhancing the interactive experience.
Support autoregressive video generation for continuous game video output.
How to Use
1. Visit the GameFactory page to review documentation and tutorials.
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2. Prepare input text prompts that describe the desired game scene.
3. Provide operational commands (such as keyboard keys and mouse movements) to control interactions within the game.
4. Use the model to generate game videos, adjusting parameters as necessary to optimize output.
5. Export the generated videos for game development or other creative projects.
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