Edge AI is Overtaking Cloud Computing for Deep Learning Applications

Edge AI addresses the processing and the implementation of machine learning algorithms locally on the hardware systems. This form of local computing reduces the network delay for data transfer and solves the security challenges as everything happens on the device itself. This diagram that appears above summarizes all the processes of the Edge AI. Edge AI's local processing doesn't mean that the training of the ML models should happen locally. Generally, the training takes place on a platform with a greater computational capacity to process a larger dataset.