Shypd.aiThe largest open index of AI toolsIMAGHarmony is an image editing tool that provides controllable editing with consistent object quantity and layout. It ensures high fidelity and coherence in complex multi-object edits.
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IMAGHarmony is a structure-aware framework designed for controllable image editing, specifically addressing challenges in multi-object scenes where existing models often struggle with maintaining consistent object quantity and spatial layout. This tool enables precise control over object count, category, and arrangement within an image. It integrates a harmony-aware (HA) module to jointly model object structure and semantics, alongside a preference-guided noise selection (PNS) strategy to stabilize generation by selecting semantically aligned initial noise. IMAGHarmony is trained and evaluated on HarmonyBench, a newly curated benchmark for diverse editing scenarios, ensuring high fidelity and coherence in complex multi-object edits.
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