AI-Generated Video Exploration
Workflow 03
Tools : Higgsfield / Seedream / Nano Banana
Input : Image / Visual Direction
Output : AI-Generated Video / Motion Exploration
Created an end-to-end event film in a single day using AI-assisted production workflows. Using Higgsfield, I developed the project from initial concept through final edit, including poster design, a 3D hero style frame, scriptwriting, storyboarding, shot generation, and final video editing.
AI Experiments
Personal Exploration
Tools : ComfyUI
A collection of AI-assisted workflow explorations integrated into my 3D and motion design process.
Focused on material studies, style transfer, image-to-3D generation, and motion ideation for production-aware visual development.
ControlNet Material Exploration
Workflow 02
Tools: IP-Adapter / ControlNet
Input : Clay Scene / Depth Map
Output : Material Variations / Lookdev Directions
Using a clay-rendered 3D scene and depth maps, I explored multiple material directions while preserving the original composition. This workflow helps accelerate look development before committing to final shading and rendering in 3D.
Consistent Character Pose Workflow
Workflow 01
Tools : IP-Adapter / ControlNet / Wan
Input : Character Ref / Pose Guide
Output : Consistent Character Variations
Explored a workflow combining IP-Adapter, ControlNet, and Wan to generate consistent characters while controlling pose and composition. This approach helps maintain character identity across multiple variations and frames.