Didi Tech
Oct 21, 2020 · Artificial Intelligence
Deep Model Compression Techniques for Intelligent Automotive Cockpits
The article reviews deep‑model compression methods—ADMM‑based structured pruning, low‑bit quantization, and teacher‑student knowledge distillation—and their automated AutoCompress workflow, demonstrating how these techniques shrink neural networks enough to run real‑time driver‑monitoring and other intelligent cockpit functions on resource‑limited automotive hardware while preserving accuracy.
ADMMdeep learningedge AI
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