Machine Learning (ML)

As part of our company-wide initiative to incorporate AI-driven effects that will prove most useful to editors and artists, Silhouette includes a variety of machine learning assisted tools with more in development.

ML Features

• Denoise ML: Eliminate unwanted noise from images

• Depth Map ML: Creates depth maps

• Frame Fixer ML: Replace damaged frames with newly generated ones to solve issues like photo flash artifacts

• Mask ML: Point and click matte generator

• Matte Assist ML: Assisted matte propagation

• Matte Refine ML: Produces a natural edge from a hard matte providing fine detail with semi-transparency

• Optical Flow ML: Optical flow based motion tracking

• Retime ML: Produces smooth motion with minimal artifacts

• Stability AI: Use Stable Diffusion models directly in Silhouette to inpaint, outpaint or generate images from scratch using text prompts

• UpRes ML: Resize images while preserving critical features