AbdullahAlfaraj/Auto-Photoshop-StableDiffusion-Plugin
Auto Photoshop StableDiffusion Plugin
This project is a plugin for Photoshop that integrates Stable Diffusion backends, allowing users to generate and edit AI images directly within the graphic design workspace. It serves as an interface bridge between the image editor and remote GPU workers to perform generative tasks without requiring local hardware power.
The plugin specifically provides connection layers for Automatic1111 and ComfyUI backends. This enables the execution of text-to-image generation, inpainting, and outpainting operations on the design canvas by communicating with these external engines via an API.
The system handles the synchronization of pixel data from the canvas to the backend for image-to-image processing and uses asynchronous polling to retrieve final images. It manages the serialization of prompts and parameters into structured data to maintain consistent communication with the remote inference servers.
Features
- Stable Diffusion Editor Integrations - Integrates Stable Diffusion backends like Automatic1111 and ComfyUI directly into the Photoshop workspace.
- Stable Diffusion Photoshop Integrations - Integrates Stable Diffusion backends like Automatic1111 and ComfyUI directly into the Photoshop workspace.
- AI Backend Integrations - Provides a connection layer that utilizes the Automatic1111 API to create AI visuals inside the editor.
- AI Image Generation - Provides the capability to produce visual assets via artificial intelligence models directly within the editor.
- AI Image Generation Workflows - Allows users to create custom visuals from text descriptions directly within a professional image editor.
- Text-to-Image Generators - Enables the generation of new visual content based on written natural language descriptions directly within the workspace.
- Image Editing - Provides a suite of AI tools for transforming visuals using image-to-image processing, inpainting, and outpainting.
- Remote Inference Offloaders - Delegates computationally heavy image generation tasks to external GPU servers to avoid taxing the local machine.
- Backend-as-a-Service Integrations - Provides a connection layer that sends image generation requests to ComfyUI nodes for processing.
- Diffusion Engine Integrations - Implements a standardized connection interface for integrating external AI image generation engines into the application workflow.
- AI Content Integration - Provides a design workspace that integrates AI image generation directly into a professional graphic design canvas.
- Remote Image Generation - Connects the local design interface to remote GPU hardware to generate images via HTTP requests.
- REST API Integrations - Implements integration logic for communicating with remote GPU workers via RESTful HTTP endpoints.
- Canvas Buffer Synchronizers - Transfers current pixel data from the editor canvas to the remote server for image-to-image and inpainting operations.
- AI Compositing Tools - Integrates AI generated content into a standard design environment for immediate refinement using professional tools.
- AI Generative Workflows - Provides a workflow for integrating generated AI imagery into a professional editing environment for immediate adjustment.
- Backend Connection Management - Manages connectivity settings and protocols for linking the user interface to remote GPU backend services.
- Editor Interface Bridges - Links the image editor's native workspace to a custom panel that controls external diffusion engines via an API.
