The Challenge
Processing high-resolution images for background removal typically requires heavy server resources. The challenge was creating a "privacy-first" architecture that handles segmentation quickly without permanently storing user photos.
< 3s
Processing Latency
4K
Export Resolution
100%
User Privacy Retained
The Solution
Developed a secure pipeline using Ionic and Angular 21. Integrated specialized AI endpoints for segmentation while handling heavy image manipulation (cropping, resizing for passports) locally via the HTML5 Canvas API to reduce server load.
Implemented auto-alignment algorithms to fit images strictly to international passport size standards.
Architected a stateless backend system ensuring user images are processed in-memory and instantly wiped after download.