Gone are the days of using a single GPU to train a deep learning model. With computationally intensive algorithms such as semantic segmentation, a single GPU can take days to optimize a model. But multi-GPU hardware is expensive, you say. Not any longer; NVIDIA multi-GPU hardware on cloud instances like the AWS P3 allow you to pay for only what you use. Cloud instances allow you to take…
]]>You’ve probably seen headlines about innovation in automated driving now that there are several cars available on the market that have some level of self-driving capability. I often get questions from colleagues on how automated driving systems perceive their environment and make “human-like” decisions. The autonomous car in Figure 1 must locate and classify all the relevant objects on the road…
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