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Portrait Segmentation

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Youku Technology
Youku Technology
Jun 7, 2022 · Artificial Intelligence

Mobile Real-Time Portrait Segmentation for Youku Bullet Comment Passthrough

To enable real‑time bullet‑comment passthrough on Youku’s mobile app, the team built a million‑scale portrait dataset and designed the AirSegNet series—CPU, GPU, and server variants—using VGG‑style nets, edge‑aware losses, and hybrid CPU‑GPU inference, achieving 0.98 IoU and sub‑15 ms latency on most devices.

Computer VisionEdge ComputingMNN Framework
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Mobile Real-Time Portrait Segmentation for Youku Bullet Comment Passthrough