iQIYI Technical Product Team
Jan 25, 2019 · Artificial Intelligence
Mobile AI Digit Recognition for Game Live Streaming: Model Training, Optimization, and Cross‑Platform Deployment
Developers built a lightweight on‑device CNN that recognizes PUBG Mobile kill counts and player numbers in real time, merging MNIST and custom digit data, shrinking the model to under 500 KB, achieving over 99 % accuracy with sub‑10 ms latency, and deploying it via CoreML on iOS and TensorFlow Lite on Android for cross‑platform live‑stream integration.
AICoreMLDigitRecognition
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