IndVision (Industrial Vision) all-in-one machine is an intelligent industrial visual defect detection system based on deep learning that can be integrated into industrial inspection tools. It integrates algorithms, software, and hardware, and can empower various industrial application scenarios. It solves problems such as complex defect localization, detection, classification, and analysis, and can adapt to various complex application scenarios with strong compatibility. It also has self-learning function, and as the software continues to run, the defect detection rate will continue to increase.