This is a breakdown of a personal study using BorisFX Silhouette. The main goal was to explore both AI-assisted and manual rotoscoping workflows.

Overall I'm happy with both outcomes for these shots. I found the workflow intuitive and similar but streamlined compared to my prior experience in rotoscoping techniques involving for both manual and AI methodologies in Nuke.
 

Rotoscoping in Silhouette
Modelled in Houdini 
Textured in Substance Painter
Assets rendered in Arnold
3D/2D Integration in Nuke
Footage from Pexels
Contribution - all shown

Created November 2025