🎮 AI Avatar Creation Workflow Using INZOI + Custom LoRA + 3D + Depth Animation 🧠
In this project, I explored the use of the INZOI game character customization tool to train AI models with custom avatars. This approach is ideal for projects where clients are concerned about using real human photos for AI training. By combining INZOI with Metahuman and integrating 3D into the AI workflow, I was able to achieve greater creative control in generating virtual avatars.
🧩 Creation Process Overview:
Character Design
I started by creating the character using INZOI’s in-game customization system.
I started by creating the character using INZOI’s in-game customization system.
Model Training
I trained a custom LoRA model based on the 3D output of the character. This allowed me to maintain consistency across poses and styles.
I trained a custom LoRA model based on the 3D output of the character. This allowed me to maintain consistency across poses and styles.
Workflow Exploration
I tested different pipelines using the ComfyUI to generate multiple versions of the character for e-commerce scenarios, such as posing with products.
I tested different pipelines using the ComfyUI to generate multiple versions of the character for e-commerce scenarios, such as posing with products.
Video Animation
I animated the character using the Wan 2.1 video model, driven by a Depth map extracted from a reference video. This enabled realistic motion while keeping full control over the final render.
I animated the character using the Wan 2.1 video model, driven by a Depth map extracted from a reference video. This enabled realistic motion while keeping full control over the final render.
