What is Image Inpainting
People are using various image inpainting tools to generate perfect images nowadays. The term inpainting refers to the process of filling-in missing part in a specific area of an image or the process of erasing some elements (naturally) from a designated region of an image.
Obviously, according to the definition above, terminologies like AIGC and Stable Diffusion jump into your mind at once. Softwares like Midjourney are popular all around the globe because of a lot of powerful functions provided and the amazing results generated in a short time. Some of those tools are totally free while others might charge you for subscription fee before you can enjoy the magic.
But, if all you need to do is removing some elements from your image precisely, why should you pay much for other powerful functions that YOU DON’T NEED AT ALL?
If you are
- looking for an image inpainting tool that can help you remove any specific thing you want from an image perfectly.
- suffering from highly-charged AIGC tools that provide many unnecessary functions you don’t need at all.
Please check out this OPEN-SOURCE project called Lama Cleaner.
Lama Cleaner Introduction
Lama Cleaner is an innovative open-source inpainting application powered by cutting-edge AI image generation models:
- LAMA – The original model Lama Cleaner is named after, trained on millions of images to handle semantic image edits.
- Latent Diffusion Models (LDM) – Generate and extend image content coherently.
- Zero-shot Image Translation (ZITS) – Translate scenes between domains like summer to winter.
- Masked Autoregressive Transformers (MAT) – Sharp, coherent image inpainting results.
- First Order Contextual Flow (FcF) – Smooth, seamless object removals and edits.
- Manga – Specialized for anime/manga style image processing.
- Stable Diffusion – Cutting-edge text-to-image generation for full scene creations.
With support for these powerful AI models, Lama Cleaner provides a robust toolbox for any inpainting task. The intuitive interface makes it easy to leverage each model’s strengths – remove objects, edit faces, replace backgrounds, create compositions, retouch images, and more!
Key Functions
With just a few clicks, you can use Lama Cleaner to:
- Remove distracting objects and blemishes: Simply mask the area you want to eliminate and Lama Cleaner will flawlessly inpaint the background. Perfect for deleting unwanted cars, power lines, pimples, text, and more.
- Replace backgrounds: Extract people and objects to transparent layers, then place them over new backgrounds. The AI fills in shadows and inserts natural-looking environmental blending.
- Add or remove people: Lama Cleaner makes it easy to add new people into crowd scenes or delete individuals you want removed. The model maintains proper perspective and depth relationships.
- Create imaginative composites: Combine elements from multiple images to invent completely new scenes. The AI generative capabilities produce logical, coherent imagery.
- Retouch photos: Improve old, damaged photos by filling in missing areas and enhancing image quality. Revitalize heritage photos.
Lama Cleaner offers an intuitive interface that makes these powerful editing tools accessible to anyone. And it’s blazing fast – most edits complete in seconds. Plus there are no watermarks on exported images.
As an open source project built on Python and PyTorch, developers can even customize Lama Cleaner‘s codebase and train the model on new data.
Examples
Here is an example that Lama Cleaner offers in the official documentation. In this example, users can erase an object from the given picture, then replace the previous object with a totally different object by writing down a prompt.
Getting Access
All installation methods can be easily found in the official documentation: https://lama-cleaner-docs.vercel.app/install/pip
Here is the summary of how to get started with Lama Cleaner:
- Install via pip:
pip install lama-cleaner
- Download the Windows one-click installer executable
- Use the Docker image for isolated container deployment
- Access the GUI app instantly on HuggingFace Spaces – no installation required
For developers, the code is completely available on GitHub. Lama Cleaner can be installed from source or contributions can be made to the project.
With multiple installation methods, Lama Cleaner provides flexible options to match your use case. Try it out today on your own system or test the ready-to-use HuggingFace Spaces demo. Let the power of AI editing enhance your images in just a few clicks!
Stop wasting time manually editing pixels and stop paying high subscription fees for some functions that you don’t need at all. Let Lama Cleaner‘s advanced AI do the work for you. Download it today from GitHub to start enhancing your images with incredible results.
Coool,that’s interesting. I tried this project, it really works! #Lama Cleaner
It should be easy to deploy and you can start your project with the public codebase quickly. Hope you enjoy the Lama Cleaner project for impainting functions.