LiYing: Revolutionizing Offline AI ID Photo Processing for Professional Use

LiYing: The Offline AI Solution for Professional ID Photo Processing Introduction to Modern Photo Processing Credit: Pexels/Andrea Piacquadio In the era of digital documentation, LiYing emerges as an open-source solution that revolutionizes ID photo processing through local AI computation. This technical deep-dive explores its core functionalities while maintaining strict adherence to the original project specifications. Core Technical Architecture 1. Four-Stage Processing Pipeline id: processing_flow name: AI Processing Workflow type: mermaid content: |- graph LR A[Raw Input] –> B(Pose Detection) B –> C(Background Segmentation) C –> D(Dimension Standardization) D –> E(Sheet Layout) E –> F(Final Output) 2. Model Ecosystem Model Version …