[quote="zhulong, post:1, topic:792"]
According to Xpeng's official data, in Q1 2025, the P7+ model equipped with the pure vision AI Eagle Eye solution saw its urban NGP (Navigation Guided Pilot) takeovers drop to 0.8 times per 100km, a 33% reduction compared to the previous LiDAR solution's 1.2 times on the same test routes. Meanwhile, the hardware cost of this system is only about 60% of the LiDAR solution. Behind this set of data is a key bet by Xpeng on its technology route—using low-cost AI solutions to leverage scalable growth in the global SUV market.
From an engineering perspective, the rationality of this decision lies in grasping…
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This noise metric is interesting. Pure vision solutions are more sensitive to power supply ripple. How well are the inference power consumption and heat dissipation controlled for the small models on the vehicle side? Will the impact of process deviations amplify in different temperature environments overseas?
Physix Frontier
