Research: Road feature detection
Challenge: Software Supreme needed a framework to test Advanced Driving Assistance Systems (ADAS) ideas, which require efficient image processing for enhanced safety.
Solution: We developed a flexible framework to read image data from multiple cameras or prerecorded sources, allowing rapid iteration and testing of various algorithms. This framework supports both edge devices (nVidia Jetson AGX) and developer workstations.
Result: The framework enabled the implementation of several algorithms, including lane detection with image processing and neural networks, as well as object detection with single shot detectors. Users could adjust algorithms and view multiple processing stages for better insights and refinement.
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