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# 5 Open-source Local AI Tools for Image Generation I Found Interesting
- URL: https://itsfoss.com/local-ai-image-tools/
- Published: 2025-02-10T05:32:24.000Z
- Updated: 2025-10-11T02:28:38.000Z
- Description: I discovered these interesting open-source AI tools for image generation that run locally. Explore their features, capabilities, and how they empower creativity without relying on cloud services.
- Author: Abhishek Kumar
- Tags: AI 🤖

Ever since I realized that AI was shaping the future, I’ve been fascinated by its endless possibilities. 

I’m someone who enjoys [testing large language models (LLMs) on my devices](https://itsfoss.com/llms-for-raspberry-pi/), and the open-source approach to data has always been my preference. 

Why? Because open-source projects empower us to have control, privacy, and customization, which is essential in today's data-driven world.

When I decided to explore AI image generation, it felt like a natural extension of this mindset. Why rely on proprietary models when open-source alternatives offer powerful features and flexibility? 

Now, I’ll admit - I don’t have the ideal hardware to run these models locally at blazing speeds, but where there’s a will, there’s a way! Sure, CPU inference is painfully slow, but it gets the job done eventually (and hey, patience builds character, right?).

During my research, I stumbled upon several fascinating projects. Some are fully ripe and ready to use, while others are still budding and need more time to mature. 

This article is a combined list of some of the best open-source AI image generators that you can run locally. If I’ve missed any gems, feel free to let me know in the comments!

## 1\. Stable diffusion 1.5 (paired with stable-diffusion webui)

![stable diffusion webui](https://itsfoss.com/content/images/2025/01/stable-diffusion-webui.png)

Stable Diffusion WebUI | Source: [AUTOMATIC1111](https://github.com/AUTOMATIC1111/stable-diffusion-webui?tab=readme-ov-file&ref=itsfoss.com)

Stable Diffusion v1.5 is a powerful latent text-to-image diffusion model designed to generate photo-realistic images from textual prompts. 

Developed as an evolution of earlier versions, it was fine-tuned on a large-scale dataset, "LAION-Aesthetics v2 5+", to enhance its capabilities. 

This model is particularly well-suited for artistic, creative, and research purposes, offering impressive results with minimal computational requirements.

#### Key features

- Unlock high-quality text-to-image generation with its latent diffusion process, achieving impressive results with reduced computational overhead.
- Fine-tuned on a large-scale dataset to improve its ability to generate visually appealing images.
- Supports multiple platforms and tools, including Diffusers Library for seamless integration into Python workflows, [ComfyUI](https://github.com/comfyanonymous/ComfyUI?ref=itsfoss.com), [Automatic1111](https://github.com/AUTOMATIC1111/stable-diffusion-webui?ref=itsfoss.com), [SD.Next](https://github.com/vladmandic/automatic?ref=itsfoss.com), and [InvokeAI](https://github.com/invoke-ai/InvokeAI?ref=itsfoss.com) for local usage.
- Enjoy efficient weight options like EMA-only weights for inference or EMA + non-EMA weights for fine-tuning tasks.
- Leverage the Pretrained Text Encoder, inspired by [Google's Imagen](https://imagen.research.google/?ref=itsfoss.com) model, to robustly understand text prompts.
- Generate artwork, design prototypes, and educational visuals with its creative applications, ideal for artistic and research purposes.

[Stable Diffusion 1.5](https://huggingface.co/CompVis/stable-diffusion-v1-4?ref=itsfoss.com)

## 2\. Invoke AI

![invoke ai server webui](https://itsfoss.com/content/images/2025/01/invoke-ai-web-server.png)

Source: [InvokeAI](https://invoke-ai.github.io/InvokeAI/?ref=itsfoss.com)

InvokeAI is a robust, open-source image generation project that takes its inspiration from upon Stable Diffusion, offering users a highly customizable experience for creating unique visuals. 

Whether you're looking to generate artwork, photorealistic images, or something more abstract, InvokeAI provides a powerful toolkit with an easy-to-use interface. 

Its flexibility is perfect for those who want more control over the creative process, especially for those working with specific intellectual property or requiring tailored workflows.

### Key Features

- Create highly detailed prompts with options for both positive and negative guidance to guide the generation process.
- Generate images based on textual descriptions, with numerous customization options for finer control.
- Use an existing image as a reference to help guide the AI in maintaining specific colors, structures, or themes.
- Access a unified canvas that enables users to modify images by regenerating certain elements, editing content or colors (inpainting), and extending the image (outpainting).
- Experiment with different models, each trained to generate specific styles or outputs, providing flexibility to match your creative needs.
- Utilize advanced customization options like[ Low-Rank Adaptations (LoRAs) ](https://support.invoke.ai/support/solutions/articles/151000170960-adding-models-and-loras-to-invoke?ref=itsfoss.com)and Textual Inversion Embeddings to focus on specific characters, styles, or concepts.
- Customize the number of de-noising steps and choose from different schedulers to optimize the generation process for quality and speed.

[Invoke AI](https://invoke-ai.github.io/InvokeAI/?ref=itsfoss.com)

## 3\. OpenJourney

![openjourney website homepage](https://itsfoss.com/content/images/2025/01/openjourney-homepage.png)

OpenJourney is a powerful, open-source text-to-image AI art generator that allows users to create stunning visuals from text prompts. 

Launched in November 2022 by [PromptHero](https://huggingface.co/prompthero/openjourney?ref=itsfoss.com), it has quickly gained popularity as a free alternative to [MidJourney](https://www.midjourney.com/?ref=itsfoss.com). 

Built on Stable Diffusion, OpenJourney was trained using thousands of [MidJourney](https://www.midjourney.com/?ref=itsfoss.com) images from its v4 update, as well as other AI models like [DALL-E 2](https://openai.com/index/dall-e-2/?ref=itsfoss.com). 

OpenJourney excels at generating photorealistic and artistic images, and its open-source nature ensures it remains accessible to a wide audience.

### Key Features

- Create stunning visuals from text prompts with its powerful text-to-image generation capabilities.
- Enjoy photorealistic and artistic images, perfect for artists, designers, and anyone looking to generate high-quality content.
- Access a library of curated prompt ideas to inspire your creativity and get started with generating art.
- Customize the style and content of your generated images by crafting specific prompts that fit your vision.
- Benefit from OpenJourney's stable diffusion-based architecture and additional training on MidJourney images for enhanced capabilities.
- Take advantage of its wide accessibility, available for free download on Hugging Face as part of a broader ecosystem of open-source AI models.

[Openjourney](https://openjourney.art/?ref=itsfoss.com)

## 4\. LocalAI (all-rounder)

![image generation inside telegram bot created using local ai](https://itsfoss.com/content/images/2025/01/local-ai-image-gen-telegram-bot.png)

This is an example of telegram-bot created using LocalAI | Source: [LocalAI](https://github.com/mudler/LocalAI-examples/tree/main/telegram-bot?ref=itsfoss.com)

LocalAI is an open-source, free alternative to [OpenAI](https://openai.com/?ref=itsfoss.com) that enables local AI inferencing on consumer-grade hardware. 

It acts as a drop-in replacement for [OpenAI's API](https://openai.com/api/?ref=itsfoss.com) specifications, allowing you to run large language models (LLMs), generate images, audio, and more without the need for a GPU. 

![local ai api webui](https://itsfoss.com/content/images/2025/01/local-ai-llm.png)

LocalAI API WebUI | Source: [LocalAI-frontend](https://github.com/Dhruvgera/LocalAI-frontend?ref=itsfoss.com)

Created and maintained by [Ettore Di Giacinto](https://github.com/mudler?ref=itsfoss.com), LocalAI provides a flexible and cost-effective solution for running AI models on-premise.

### Key Features

- It offers compatibility with OpenAI API specifications, making integration straightforward for developers.
- The platform operates on consumer-grade hardware, eliminating the need for a GPU.
- Supports a wide range of models and platforms, including [Llama](https://www.llama.com/?ref=itsfoss.com), [Hugging Face](https://huggingface.co/?ref=itsfoss.com), and [Ollama](https://ollama.com/?ref=itsfoss.com), for diverse applications.
- Enables advanced text generation [using models like llama.cpp](https://itsfoss.com/llama-cpp/) and transformers.
- Allows users to **generate images from text prompts** for creative projects.
- Includes audio features such as **text-to-audio and audio-to-text** with [whisper.cpp](https://github.com/ggerganov/whisper.cpp?ref=itsfoss.com).
- Facilitates embedding generation for vector database tasks like semantic search.
- Offers peer-to-peer inferencing for distributed AI processing across multiple devices.
- Integrates **voice activity detection** using [Silero-VAD](https://github.com/snakers4/silero-vad?ref=itsfoss.com) for improved audio task accuracy.
- Provides an easy-to-use WebUI for managing models without technical expertise.
- Features a model gallery for browsing and downloading models directly from platforms like Hugging Face.

[Local AI](https://github.com/mudler/LocalAI?ref=itsfoss.com)

## 5\. Foocus (Editor's choice)

![fooocus webui generating a cat picture](https://itsfoss.com/content/images/2025/01/fooocus-webui.png)

Source: [Fooocus](https://github.com/lllyasviel/Fooocus?tab=readme-ov-file&ref=itsfoss.com#windows)

Fooocus caught my attention as one of the most user-friendly and innovative open-source image generators out there. 

I was especially drawn to its ability to work on modest hardware(like mine, my poor laptop) and can handle diverse styles, having compatibility with various models. 

It’s like having a Swiss Army knife for image generation!

### Key features

- Fooocus boasts a proprietary inpainting algorithm that delivers superior results for editing and completing images.
- With the ability to use multiple prompts simultaneously, Fooocus enriches creative possibilities and output diversity, opening up new avenues of artistic expression.
- Fooocus supports a vast array of [SDXL models](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0?ref=itsfoss.com), accommodating styles from artistic to photorealistic, giving users endless options for experimentation.
- Users can specify aspect ratios for tailor-made image generation, ensuring that every output meets their unique requirements.
- Advanced style controls, including contrast, sharpness, and color adjustments, empower users to fine-tune generated images with precision.
- Fooocus utilizes [A1111's reweighting algorithm](https://github.com/Stability-AI/StableSwarmUI/issues/221?ref=itsfoss.com), enhancing the influence of specific elements within prompts for more targeted results.
- The platform incorporates [InsightFace](https://github.com/deepinsight/insightface?ref=itsfoss.com) technology for precise face swapping, ideal for creating personalized avatars or modifications.
- Optimized for performance across a wide range of hardware configurations, Fooocus ensures accessibility and speed, regardless of the user's setup.

[Fooocus](https://github.com/lllyasviel/Fooocus?ref=itsfoss.com)

## Conclusion

And there you have it! From Stable Diffusion to Fooocus, these are some of the open-source projects you can host or deploy locally to create stunning images right on your hardware.

While I won't dive into the murky waters of how these models get trained (support your favorite creators, and remember, stealing is bad!), I can tell you this: each project offers unique capabilities and tons of creative potential.

I like exploring local AI tools. Take this [list of open source AI tools for documents](https://itsfoss.com/local-ai-docs-tools/).

[5 Local AI Tools to Interact With PDF and DocumentsInteract with your documents but in private with these local AI tools.![](https://itsfoss.com/content/images/icon/android-chrome-192x192-275.png)It's FOSSAbhishek Kumar![](https://itsfoss.com/content/images/thumbnail/Best-Local-AI-tools-to-interact-with-PDF-and-Documents-1.png)](https://itsfoss.com/local-ai-docs-tools/)

 Now, before I get lost in a sea of stunning visuals and my laptop's fan decides to take off, I have a tiny request for you.

What do you think? Have any hidden gems that I missed? Do you agree with my not-so-secret affection for LocalAI and Fooocus? 

Dive into the comments section and let me know your thoughts. Who knows? Your suggestion might just be the next project I test out (if my CPU allows it, of course)!

Until next time, keep generating and keep dreaming!