InvokeAI

v5.4.2

An implementation of Stable Diffusion which provides various new features and options to aid the image generation process For more information about how to use this package see README

Latest version published 6 days ago

License: Apache-2.0

PyPI

GitHub

Package Health Score

87 / 100

security
No known security issues
popularity
Recognized
maintenance
Healthy
community
Active

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Popularity

Recognized

GitHub Stars: 23.48K
Forks: 2.42K
Contributors: 310

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package InvokeAI, we found that it has been starred 23,479 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Nov 19, 2024
Direct Vulnerabilities: 0
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Indirect Vulnerabilities: 0
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License Risk: 0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

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Maintenance

Healthy

Commit Frequency

Open Issues: 524
Open PR: 45
Last Release: 6 days ago
Last Commit: 1 month ago

Further analysis of the maintenance status of InvokeAI based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that InvokeAI demonstrates a positive version release cadence with at least one new version released in the past 3 months.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Active

Readme: Yes
Contributing.md: No
Code of Conduct: Yes
Contributors: 310
Funding: No

A good and healthy external contribution signal for InvokeAI project, which invites more than one hundred open source maintainers to collaborate on the repository.

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Package

Python Versions Compatibility: <3.12,>=3.10

Age: 2 years
Latest Release: 5 days ago
Dependencies: 25 Direct
Versions: 157
Maintainers: 3
Wheels: OS Independent

Readme

project hero

Invoke - Professional Creative AI Tools for Visual Media

To learn more about Invoke, or implement our Business solutions, visit invoke.com

Invoke is a leading creative engine built to empower professionals and enthusiasts alike. Generate and create stunning visual media using the latest AI-driven technologies. Invoke offers an industry leading web-based UI, and serves as the foundation for multiple commercial products.

Invoke is available in two editions:

Community Edition	Professional Edition
For users looking for a locally installed, self-hosted and self-managed service	For users or teams looking for a cloud-hosted, fully managed service
- Free to use under a commercially-friendly license	- Monthly subscription fee with three different plan levels
- Download and install on compatible hardware	- Offers additional benefits, including multi-user support, improved model training, and more
- Includes all core studio features: generate, refine, iterate on images, and build workflows	- Hosted in the cloud for easy, secure model access and scalability
Quick Start -> Installation and Updates	More Information -> www.invoke.com/pricing

Highlighted Features - Canvas and Workflows

Documentation

Quick Links
Installation and Updates - Documentation and Tutorials - Bug Reports - Contributing

Quick Start

Download and unzip the installer from the bottom of the latest release.
Run the installer script.
- Windows: Double-click on the install.bat script.
- macOS: Open a Terminal window, drag the file install.sh from Finder into the Terminal, and press enter.
- Linux: Run install.sh.
When prompted, enter a location for the install and select your GPU type.
Once the install finishes, find the directory you selected during install. The default location is C:\Users\Username\invokeai for Windows or ~/invokeai for Linux/macOS.
Run the launcher script (invoke.bat for Windows, invoke.sh for macOS and Linux) the same way you ran the installer script in step 2.
Select option 1 to start the application. Once it starts up, open your browser and go to .
Open the model manager tab to install a starter model and then you'll be ready to generate.

More detail, including hardware requirements and manual install instructions, are available in the installation documentation.

Docker Container

We publish official container images in Github Container Registry: https://github.com/invoke-ai/InvokeAI/pkgs/container/invokeai. Both CUDA and ROCm images are available. Check the above link for relevant tags.

> [!IMPORTANT] > Ensure that Docker is set up to use the GPU. Refer to NVIDIA or AMD documentation.

Generate!

Run the container, modifying the command as necessary:

docker run --runtime=nvidia --gpus=all --publish 9090:9090 ghcr.io/invoke-ai/invokeai

Then open http://localhost:9090 and install some models using the Model Manager tab to begin generating.

For ROCm, add --device /dev/kfd --device /dev/dri to the docker run command.

Persist your data

You will likely want to persist your workspace outside of the container. Use the --volume /home/myuser/invokeai:/invokeai flag to mount some local directory (using its absolute path) to the /invokeai path inside the container. Your generated images and models will reside there. You can use this directory with other InvokeAI installations, or switch between runtime directories as needed.

DIY

Build your own image and customize the environment to match your needs using our docker-compose stack. See README.md in the docker directory.

Troubleshooting, FAQ and Support

Please review our FAQ for solutions to common installation problems and other issues.

For more help, please join our Discord.

Features

Full details on features can be found in our documentation.

Web Server & UI

Invoke runs a locally hosted web server & React UI with an industry-leading user experience.

Unified Canvas

The Unified Canvas is a fully integrated canvas implementation with support for all core generation capabilities, in/out-painting, brush tools, and more. This creative tool unlocks the capability for artists to create with AI as a creative collaborator, and can be used to augment AI-generated imagery, sketches, photography, renders, and more.

Workflows & Nodes

Invoke offers a fully featured workflow management solution, enabling users to combine the power of node-based workflows with the easy of a UI. This allows for customizable generation pipelines to be developed and shared by users looking to create specific workflows to support their production use-cases.

Board & Gallery Management

Invoke features an organized gallery system for easily storing, accessing, and remixing your content in the Invoke workspace. Images can be dragged/dropped onto any Image-base UI element in the application, and rich metadata within the Image allows for easy recall of key prompts or settings used in your workflow.

Other features

Support for both ckpt and diffusers models
SD1.5, SD2.0, SDXL, and FLUX support
Upscaling Tools
Embedding Manager & Support
Model Manager & Support
Workflow creation & management
Node-Based Architecture

Contributing

Anyone who wishes to contribute to this project - whether documentation, features, bug fixes, code cleanup, testing, or code reviews - is very much encouraged to do so.

Get started with contributing by reading our contribution documentation, joining the #dev-chat or the GitHub discussion board.

We hope you enjoy using Invoke as much as we enjoy creating it, and we hope you will elect to become part of our community.

Thanks

Invoke is a combined effort of passionate and talented people from across the world. We thank them for their time, hard work and effort.

FAQs

What is InvokeAI?

An implementation of Stable Diffusion which provides various new features and options to aid the image generation proce... Visit Snyk Advisor to see a full health score report for InvokeAI, including popularity, security, maintenance & community analysis.

Is InvokeAI popular?

The python package InvokeAI receives a total of 9,887 weekly downloads. As such, InvokeAI popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is InvokeAI well maintained?

We found that InvokeAI demonstrated a healthy version release cadence and project activity. It has a community of 310 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is InvokeAI safe to use?

The python package InvokeAI was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 26 November-2024, at 05:19 (UTC).

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