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Vertical Video Clothing Replacement with Image Reference

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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.

Read more

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EXTENSIONS
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Nodes & Models

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.

Read more

N
EXTENSIONS