ManuVision Intelligent Machine Vision Platform is an edge-based machine vision inspection software system powered by deep learning technology, designed to locate, measure, detect, and recognize common defects or key metrics. The platform comprises three components, namely, Trainer, Designer, and Runtime, and covers the full spectrum of functions from image labeling, deep learning model training, model testing, inspection pipeline authoring, and online inspection. It significantly improves the quality and reduces the costs for delivering inspection solutions. ManuVision Intelligent Machine Vision Platform is equipped with our proprietary industrial cloud platform, which may operate in a public cloud or on-premise. With WIFI or 5G network, ManuVision running at edge and industrial cloud platform could exchange information bilaterally, including making upgrades to algorithm models enabled by our over-the-air technology, updating status of devices in operation and operation logs.