Internet of Things (IoT) and artificial intelligence (AI) applications are typically resource-constrained in terms of power, memory and computation. This triggers the development of more efficient algorithms and computational methods. For lightweight models with small datasets, and inference applications that require low power consumption and low latency compute resource, Google’s Coral Edge TPU is simply the best. ​