What does ProEdit actually do?

ProEdit allows you to take an existing image or video and change specific elements (like "change the red car to blue") using text prompts, without distorting the background or losing the original style.

Is ProEdit a standalone app?

Currently, ProEdit is a research framework and code repository intended for developers and researchers, not a consumer mobile app like FaceTime or Canva.

Is ProEdit free to download?

Yes, the code and methodology are open-source and available for free on GitHub for non-commercial and research purposes.

Does ProEdit work with video?

Yes, one of ProEdit's key strengths is its ability to apply consistent edits across video frames, ensuring the changes don't "flicker" or disappear as the video plays.

Do I need a GPU to run ProEdit?

Yes, running ProEdit locally requires a computer with a powerful NVIDIA GPU (like an RTX 3090 or A100) to handle the complex calculations involved in diffusion and flow-based modeling.

ProEdit

Inversion based image and video editing done right

From iSEE Laboratory

Founder: Zhi Ouyang and iSEE Laboratory Team

Image & Design

Dec 2025

1K+

Free

Pricing Model

Free

Starting Price

$0/Month

About This AI

ProEdit is a novel AI editing framework designed to fix a common problem in generative AI making specific changes to an image (like changing a shirt color) without ruining the original background or lighting.

It uses advanced techniques called ‘KV-mix’ and ‘Latents-Shift’ to decouple the subject from the background, allowing for precise, prompt driven edits where previous models often failed.

Coding Debugging Image Editor Video Editor

Pricing

Pricing Model

Free

Starting Price

$0/Month

Key Features

KV mix module to blend source and target features precisely
Latents Shift mechanism to prevent source image bias
Plug and play integration with existing flow based models
High fidelity background preservation during edits
Capable of changing object pose number and color accurately
Works for both static image and video editing tasks

Pros

Solves the over reliance on source images in editing
Does not require retraining the entire model
Superior background consistency compared to competitors
Open source and free for research use

Cons

Requires technical expertise to set up and run
No official user friendly mobile app yet
Dependent on underlying flow based generation models

ProEdit is best for AI researchers, computer vision engineers, and technical artists who need a robust, code-first solution for precise image manipulation and video editing experiments.

FAQs

What does ProEdit actually do?
ProEdit allows you to take an existing image or video and change specific elements (like “change the red car to blue”) using text prompts, without distorting the background or losing the original style.
Is ProEdit a standalone app?
Currently, ProEdit is a research framework and code repository intended for developers and researchers, not a consumer mobile app like FaceTime or Canva.
Is ProEdit free to download?
Yes, the code and methodology are open-source and available for free on GitHub for non-commercial and research purposes.
Does ProEdit work with video?
Yes, one of ProEdit’s key strengths is its ability to apply consistent edits across video frames, ensuring the changes don’t “flicker” or disappear as the video plays.
Do I need a GPU to run ProEdit?
Yes, running ProEdit locally requires a computer with a powerful NVIDIA GPU (like an RTX 3090 or A100) to handle the complex calculations involved in diffusion and flow-based modeling.