AI Structure Extraction — Generate Contours, Geometry Maps, and Visual Frameworks from Any Image
Extract the structural layout, edges, contours, and geometric forms of any image using advanced AI analysis. Produce clean structure maps ideal for sketching, layout design, pose extraction, scene understanding, AI image-to-image workflows, and creative guidance.
Bulk Image Processing AI · End-to-End
Generate, upscale, recolor, crop, rename, and export in one pipeline with prompt templates.
- Automate resize, crop, rotate, and format conversion.
- Rename SKUs and organize exports for marketplaces.
- Stack background removal, recolor, and upscale in one run.
- Start from prompt templates and reuse across projects.
End-to-end bulk workspace
Preset, upload, review in one place
Chain uploads, QA, and exports without hopping tools so every batch ships consistently.
Set allowed formats, sizes, and naming once per batch.
Share preview links for approvals before exporting everything.
Re-run only the SKUs that need fixes after QA.
Export organized folders ready for your CMS or PIM.
Great for sprint-style batches and collaborative QA.
Use the quick upload on the right to test a small slice before committing the full drop.
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AI Structure Extraction — Generate Contours, Geometry Maps, and Visual Frameworks from Any Image
Extract the structural layout, edges, contours, and geometric forms of any image using advanced AI analysis. Produce clean structure maps ideal for sketching, layout design, pose extraction, scene understanding, AI image-to-image workflows, and creative guidance.
Sign in to get started
You need to sign in to create bulk projects and upload your files securely.
Friendly upload tip
For smoother uploads with this workflow, aim for images that meet: Each side must be at least 64 pixels；Total pixels must be between 4,096 and 9,437,184；File size must not exceed 5 MB
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AI identifies and extracts clear contours, object boundaries, and essential image structure, removing visual noise and distractions.Analyze depth cues and perspective alignment to generate geometry-aware structure maps suitable for 3D-informed workflows.Detects human poses, body outlines, and structural shapes for animation, character design, and motion reference.Generate schematic, blueprint-like structural representations with simplified, clean visual guidance.Use structure maps as control inputs for image-to-image generation, sketch-to-image pipelines, or composition guides.Customize between minimal outline extraction and dense wireframe-style structural detail.Produces crisp, scalable structure maps suitable for illustration, design, architecture, and visual planning.How It Works
Follow these simple steps to complete your bulk workflow efficiently.
Select a photo, drawing, product image, or scene you want to analyze for structural content.Switch between minimal outlines, contour-only extraction, or detailed geometry mapping.The AI analyzes edges, depth cues, textures, shapes, and perspective to extract the underlying framework.AI outputs a clean structure representation suitable for illustration, layout design, or image-to-image control.Export your structure map as PNG, JPG, or WEBP for design, creative use, or AI processing.FAQs
Find answers to common questions about bulk processing.