InstanceAssemble: A Smart Tool for Precise Image Generation
Product Introduction
Ever wished you could turn rough sketches into photorealistic images effortlessly? InstanceAssemble makes this possible. This clever framework bridges the gap between layout designs and stunning visual outputs, giving creators unprecedented control over spatial arrangements.
Originally showcased at NeurIPS 2025, InstanceAssemble isn't just another image generator—it's a precision tool that understands both sparse doodles and intricate dense layouts equally well.
Key Features
- Dual Layout Mastery: Works seamlessly whether you're feeding it simple outlines or complex detailed plans
- Smart Evaluation: The innovative Layout Grounding Score (LGS) helps objectively measure how well your generated images match the original layout
- Flexible Control: Choose between text prompts or visual guides depending on your creative needs
- Speed Demon: Generates images quickly without sacrificing quality—perfect for tight deadlines
- HuggingFace Friendly: Easily download and implement models through this popular platform
Product Data
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Product Link
Get hands-on with InstanceAssemble today: GitHub Repository