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A computer vision pipeline that detects, segments, and fits 3D meshes on jewelry items (rings, earrings, dresses) using MediaPipe, SAM (Segment Anything Model), and CLIP-based visual similarity. Built for fashion tech applications in AR try-ons, recommendation systems, and virtual fitting.