Tools tagged with "ControlNet"

Pallaidium is a Blender add-on for filmmakers and AI artists who want to develop scenes with generated visuals and sound before shooting. It puts generation on the Video Sequence Editor timeline, where you can test dialogue timing and edit scenes alongside music.

InvokeAI is a free, open-source image generation application for artists who want to create and edit artwork on their own hardware. Its locally hosted browser interface combines direct canvas work with repeatable generation workflows.

BentoML is a Python framework for developers who want to turn AI models into services on their own hardware or servers. It handles model serving and application logic for LLMs, image generation, audio, and embeddings.

InstantID generates personalized portraits from a single reference photo without training a model for each person. Creators and developers can retain a person's facial identity while changing the image through text prompts. Its required InsightFace face models are restricted to non-commercial research.

sd-scripts is a collection of Python scripts for people who want to train image models on their own hardware. It suits users comfortable working with scripts who need to adapt a model to their own images or subjects.

Stable Diffusion 3.5 is a text-to-image model family for developers building image tools and creators producing visual work on their own infrastructure. Prompts can describe the subject and composition across photographic, painted, line-art and 3D styles.

ControlNet adds visual guidance to Stable Diffusion for artists and developers who need generated images to follow a reference's layout or shape. It lets a sketch, pose or scene map guide the result alongside a text prompt.

Visions of Chaos combines generative AI tools with fractals and complex-system simulations in one application. It's for digital artists, educators and people who want to explore machine learning or mathematical patterns without working through the equations themselves. Its AI models run privately on your own hardware, without paid online APIs or backend usage logging and telemetry.

Sana is a local AI image and video generation framework for creators and developers who want to generate media on their own hardware. It includes training and inference tools for working with its diffusion models.

IP-Adapter adds reference-image prompting to Stable Diffusion for artists and developers who want to guide generation with an image rather than describe every detail in words. It works with an existing text-to-image model and can combine image references with text prompts.

Mochi Diffusion is a native macOS app for people who want to generate images on their own Mac. Generation works fully offline, and the app sends no generation data to the cloud or collects telemetry.

SD.Next is a self-hosted web interface for artists and researchers who want to create and edit AI images and videos on their own hardware. It supports Stable Diffusion and other diffusion models.

Fooocus generates images on your computer for people who want to work from prompts without extensive settings adjustments. It uses Stable Diffusion XL and works offline after the required models are downloaded.

Krita AI Diffusion adds AI image generation to the painting workspace for artists who want to refine artwork without leaving Krita. It lets you direct changes through selections and visual input.

biniou brings AI chat and media creation into one browser interface on your own computer or server. It's for people who want to work with several kinds of generative AI without switching between separate apps.

Kohya's GUI is a browser interface for training image generation models, aimed at artists and model makers who want to teach a model a style or subject. It builds on Kohya's Stable Diffusion training scripts and also provides a command-line interface.

MFLUX is a Python toolkit for creators and developers who want to generate and edit images on an Apple Silicon Mac. It provides a command-line interface for working with models locally.

SimpleTuner is a diffusion model training toolkit for creators and researchers adapting image, video or audio models to their own datasets. Its web dashboard also supports teams sharing GPU workers.

Kolors generates photorealistic images from text for creators and developers who want to run image generation on their own hardware. Developed by Kuaishou, it supports Chinese and English prompts, including descriptions of Chinese cultural content.

Easy Diffusion generates and edits images on your computer through a browser interface. It's for people who want to use Stable Diffusion without assembling its software components themselves.

ComfyUI is a visual AI workflow editor for creators who want control over generation and editing. Its node canvas lets you connect models and processing steps, inspect their settings and reuse the resulting workflows without writing code.

OpenVINO AI Plugins for GIMP adds image generation and AI editing to GIMP 3 for people who want to work within their existing image editor. Models run on Intel devices through OpenVINO.

HunyuanDiT is a local text-to-image model for people generating images from Chinese or English prompts. It handles detailed descriptions and Chinese cultural references, including poetry, idioms, food and architecture.

Diffusers is a Python library for developers and researchers building image, video and audio generation into applications or running models on their own hardware. It supports pretrained generation pipelines as well as custom diffusion systems.

DiffSynth-Studio is a diffusion model engine for developers and researchers generating media or training models on their own hardware. It combines inference and training, with memory-saving features for consumer GPUs.

DiffusionBee is an AI image app for Mac users who want to create and edit artwork locally through a visual interface. Artists and designers can work with text prompts, existing images and drawings without writing code.

InfiniteYou generates images from a reference face and a text prompt while preserving the person's facial identity. It's a local AI framework for researchers studying personalized image generation, with model use restricted to academic research.

Amuse is a Windows app for people who want to generate media and text with models running on their own hardware. It combines generation with editing tools for both generated output and existing local video.

IntraPaint is a desktop image editor for people who want manual painting and AI edits in the same application. It combines conventional image editing tools with image generation and inpainting, which lets you use AI to replace parts of an existing image.

Wan2GP generates media on your own computer for creators who want to work with several AI models in one browser interface. It builds on Wan-Video/Wan2.1 and focuses on making generation accessible on GPUs with limited memory.