Tools tagged with "ControlNet"

Wan2GP brings video, image, music and speech generation to your own computer, with particular attention to GPUs with limited memory. It's for creators who want several media models in one browser interface. The project builds on Wan-Video/Wan2.1.

DiffSynth-Studio is a Python diffusion model engine for developers and researchers who want to generate media and train models on their own hardware. It supports large models on consumer GPUs through memory offloading and quantization, with inference and training in the same framework. It's open source under Apache 2.0.

Diffusers is an open-source Python library for developers and researchers who want to run diffusion models on their own hardware or build generation features into an application. It uses PyTorch and supports image, video and audio generation. The library is licensed under Apache 2.0 and supports Apple Silicon.

SD.Next is a self-hosted web interface for artists, researchers and people who want to generate and edit images or videos on their own hardware. It builds on Automatic1111 WebUI's original codebase and supports Stable Diffusion alongside other diffusion models. It's open source under Apache 2.0.

ComfyUI is a local visual AI workspace for artists and technical teams who want to control how images, video, audio, 3D models and text are made. Its node canvas shows each model and processing step, so users can build and adjust workflows without writing code. It runs on your hardware.

InvokeAI is a free, open-source image generator for artists and production teams who want to create and edit images on their own hardware. Its locally hosted web interface brings image generation, canvas editing and workflow tools into one application. With local models, prompts and artwork stay on the machine you control.

Fooocus is a free, open-source AI image generator for people who want to create images on their own computer without spending much time tuning settings. It uses Stable Diffusion XL and automatically expands prompts with a local GPT-2 engine. Generation works offline once the required models are downloaded, so prompts and images can stay on your machine.

Amuse combines AI generation with media editing in a Windows app that runs models on your own hardware. It's for people who want to create images, video, audio and text locally, then work on the results in the same application. Its editor also accepts existing local video.

Kolors is a text-to-image model for people who want to generate photorealistic images on their own hardware, including work with Chinese prompts and Chinese cultural content. Developed by Kuaishou, it understands prompts in Chinese and English and can render text in both languages within generated images.

Sana is an open-source framework for running image and video generation on your own hardware, with image models small enough for laptop GPUs. It's aimed at creators who want local AI generation and developers who need training and inference pipelines for their own models. The code uses the Apache 2.0 license.

sd-scripts is a collection of Python scripts for training and generating images with models on your own hardware. It's aimed at people who want to customize image models through LoRA training or deeper fine-tuning and are comfortable working with scripts. The project is open source under the Apache 2.0 license.

Mochi Diffusion is a native macOS image generator for people who want to create images on an Apple Silicon Mac without sending prompts or results to a cloud service. It runs Stable Diffusion and FLUX.2 Klein locally, with completely offline generation. The app collects no telemetry or other data and is open source under GPL-3.0.

SimpleTuner is an open-source toolkit for fine-tuning image, video and audio generation models on your own hardware or GPU servers. It's for creators and researchers adapting models to their datasets, and teams sharing training infrastructure. A web dashboard manages training jobs.

Easy Diffusion runs Stable Diffusion on your own computer through a browser interface. It's for people who want to generate and edit images locally without assembling the software components themselves. The free distribution bundles the required software and works on Windows, Linux and macOS.

Stable Diffusion WebUI Forge runs image generation on your own hardware through a browser interface. It builds on Stable Diffusion WebUI and suits people who want its image creation tools with more control over GPU memory use, as well as developers extending those tools. It's open source under AGPL-3.0.

Kohya's GUI lets you train and fine-tune image generation models on your own GPU-equipped computer through a browser interface. It's for artists and model makers who want to teach a model a particular style or subject while controlling the training settings. The interface builds on Kohya's Stable Diffusion training scripts, with a command-line interface available too.

Stable Diffusion 3.5 is a family of text-to-image models for people building image tools or producing visual work on their own infrastructure. It generates photography, paintings, line art and 3D-style images from prompts, with an emphasis on following the requested subject and composition.

BentoML is a Python framework for developers turning AI models into services on their own hardware or servers. It supports self-hosted inference APIs and multi-model applications, with Apache 2.0 licensing. You can develop and debug locally, then deploy the services in Docker containers, on Kubernetes, or in your own cloud.

DiffusionBee is an open-source AI art app for Mac users who want to generate and edit images on their own computer. It runs Stable Diffusion offline, with image generation processed on the device. Model downloads require network access, and optional image uploads can send images externally. Its visual interface suits artists and designers who want local image tools without working through code.

Krita AI Diffusion brings image generation into Krita for artists who want to paint and edit in the same workspace. The open source plugin is licensed under GNU GPL v3.0 and can run generation for free on your own hardware through ComfyUI. Interstice.cloud offers a separate online generation service for people without a suitable GPU.

IntraPaint is a desktop image editor for artists who want to paint by hand and use AI to refine the same image. It brings prompt-based edits into a layered painting workspace, so you can adjust a sketch or a selected area without moving files between applications. It's open source under GPL-3.0.