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Why HLS is critical for determining which type of processors to use.

This weekend, armed with some of the latest surveillance gear – night vision goggles, a drone, and trail cameras – I went hunting for the elusive hominid. Finally, a custom hardware implementation, while at the greatest risk for requirement and application changes, delivers significant performance and efficiency gains over an NPU. While better algorithms for AI may be discovered during its service life, if the original implementation provides adequate functionality there is no harm in leaving it in place until the car is retired.

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