End-to-end system for generating compliant ID photos from user uploads, featuring a production-style workflow from raw images → segmentation/matting → face-aligned cropping → background synthesis → standardized outputs via API + Web UI.
nodejs docker-compose s3-bucket gcs data-pipelines cudnn cuda-toolkit nestjs gpu-cluster mtcnn-face-detection industrial-engineering rest-api-framework full-stack-application retinaface-detector modnet pytorch-cuda onnxruntime-gpu rmbg birefnet nvidia-gpu-cuda
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Updated
Nov 16, 2025 - JavaScript