Vertical Video Clothing Replacement with Image Reference

Vertical Video Clothing Replacement with Image Reference

This workflow performs a complete outfit replacement on an image and then uses that updated outfit as a reference to restyle an entire video. It preserves the subject’s face, hair, pose, and identity throughout the process, ensuring consistency across both image and video.

Stage 1 — Outfit Replacement (Image)

Purpose: Swap the subject’s outfit using a reference clothing image, with precise automatic masking.

Inputs

• Reference Outfit Image: The clothing design you want applied.

• Target Person Image: The subject whose outfit will be replaced.

• Clothing Segmentation (RMBG): Automatically detects and masks specific parts of the person.

Clothing Segmentation (RMBG) – Selectable Mask Options

You can enable any of these to control which areas are included in the outfit replacement:

• Hat

• Hair

• Face

• Sunglasses

• Upper Clothes

• Skirt

• Dress

• Belt

• Pants

• Left Arm

• Right Arm

• Left Leg

• Right Leg

• Bag

• Scarf

• Left Shoe

• Right Shoe

• Background

Additional Mask Controls

• Processing Resolution – Sets segmentation quality (1024 recommended).

• Mask Blur – Softens mask edges.

• Mask Offset – Expands or reduces mask area.

• Invert Output – Inverts mask selection.

• Background Mode – Controls how output blends.

Process

• Automatically segments the selected clothing parts.

• Replaces only the specified outfit areas while keeping the face, hair, pose, and identity unchanged.

• Produces a clean, realistic updated outfit image used as the reference for video restyling.

Output

• Edited Outfit Image (used in Stage 2).

Stage 2 — Video Restyle (Vertical Video)

Purpose: Apply the updated outfit from Stage 1 to a full vertical video.

Inputs

• Vertical Video File (MP4): The original video you want to restyle.

• Edited Outfit Image: Automatically passed from Stage 1.

• Video Prompt: Optional text for describing the outfit look.

• Resolution: Optimized for vertical formats (e.g., 1080×1920).

• Frame Controls: Frame cap, skip frames, and nth frame selection.

Process

• Transfers the new outfit style across all video frames.

• Preserves facial details, expressions, motion.

• Ensures consistent clothing appearance throughout the video.

Output

• A natural-looking vertical video where the outfit is replaced, but the subject and motion remain unchanged.