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Kuaishou Tech
Kuaishou Tech
Jul 23, 2021 · Artificial Intelligence

Real-time Single-image 3D Photo Generation on Mobile Devices Using Deep Learning

The article presents a mobile‑first solution that converts a single RGB photograph into an interactive 3D photo by combining learning‑based monocular depth estimation, multi‑task image‑and‑depth restoration, face‑specific refinement, and a custom KwaiNN inference engine to achieve real‑time rendering on all smartphone models without requiring depth sensors.

3D PhotoARKwaiNN
0 likes · 16 min read
Real-time Single-image 3D Photo Generation on Mobile Devices Using Deep Learning
Kuaishou Large Model
Kuaishou Large Model
Jul 23, 2021 · Artificial Intelligence

How Kuaishou’s Y‑Tech Achieved Real‑Time 3D Photo Rendering on Any Smartphone

The article details Kuaishou Y‑Tech’s end‑to‑end solution for converting a single RGB image into an interactive 3D photo on mobile devices, covering depth estimation, image‑inpainting, custom KwaiNN inference, and real‑time 3D rendering techniques that run on all smartphone models without depth sensors.

3D PhotoImage InpaintingKwaiNN
0 likes · 17 min read
How Kuaishou’s Y‑Tech Achieved Real‑Time 3D Photo Rendering on Any Smartphone