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The Vision Processing Unit (VPU) market is driven by the increasing demand for AI and ML technologies, with a focus on applications such as image recognition, object detection, and autonomous vehicles. The proliferation of smart devices and IoT applications, as well as the automotive industry, are significant drivers of the VPU market. However, designing efficient and high-performance VPUs poses technical challenges.