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1. Prompt Engineering (Input Optimization)

Automated Prompt Expansion
Powered by MagicPrompt / Promptist. Turn simple keywords like "cat in space" into detailed, descriptive prompts optimized for diffusion models. It adds lighting, style, and texture descriptors automatically to ensure high-quality output. Best for users struggling with "blank page syndrome" or getting generic results. Maximize output quality from models like FLUX and those in our Best Open Source Image Models collection.

2. Face Restoration (Output Correction)

Facial Feature Correction
Powered by CodeFormer / GFPGAN. Automatically detect and repair distorted faces in generated images. Fixes wonky eyes, artifacts, and unnatural textures to create realistic human portraits. Best for portrait photography, group shots, and character design. Try our Face Enhancer free tool for quick fixes.

3. Image Upscaling (Resolution Enhancement)

High-Fidelity Upscaling
Powered by 4x-UltraSharp / RealESRGAN. Increase image resolution by 400% without blurs or pixelation. These models hallucinate realistic details to keep edges sharp at 4K or 8K sizes. Best for print media, marketing materials, and large displays. Try the Image Upscaler or Video Upscaler free tools.

4. ControlNet Preprocessors (Structure Control)

Composition Guidance
Powered by Canny / Depth / OpenPose. Extract structural information (edges, depth maps, or poses) from a reference image to guide the generation process precisely. Best for replicating poses, copying layouts, and architectural rendering. Works seamlessly with FLUX Kontext for precise image editing. Also see Segment Anything for object isolation.

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Prompt Refinement

MagicPrompt expands your short keywords into detailed, model-optimized prompts with lighting, style, and composition descriptors.

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Image Generation

The refined prompt feeds into your chosen model (FLUX, SDXL, etc.) with optional ControlNet guidance for structural control.

3

Face Restoration

CodeFormer / GFPGAN automatically detects and repairs any facial distortions in the output. Try our Face Enhancer tool.

4

Upscaling & Delivery

4x-UltraSharp / RealESRGAN upscales to 4K/8K for print-ready quality. Try our Image Upscaler.

Q & A

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