The advances of deep-learning based artificial intelligence (AI) and embedded processors makes camera-based analytics a crucial technology in many industrial applications where the data from multiple cameras must be processed with high performance at low power and low latency. The AM68A processor provides various ways to optimize the performance of AI applications at the network edge with heterogeneous processing cores and remarkable integrated hardware accelerators. This processor is designed for edge AI with as many as eight cameras. The Edge AI SDK and tools provided make the development of the AI applications on AM68A simpler and faster while fully taking advantage of hardware accelerators for vision and AI processing.