Model Farm is an automated machine learning platform for the field of artificial intelligence, providing the whole process of AI development services from data engineering to model training and evaluation. Through the automatic machine learning algorithm that support dynamic model structure design, it provides a platform for customers to quickly develop high-quality algorithm model and realize AI application. Model Farm also provides data management to ensure data security in data annotation, quality inspection, training, etc. The platform supports a variety of industry insensitive AI algorithms, including detection, classification, segmentation, key point detection, and supports online transformation of models for various types of IoT device deployments . It also can be accessed through the web to perform online inference and performance verification of the trained model. With the support of whole process of AI algorithm development, Model Farm can effectively satisfy the requirements of rapid algorithm customization development in a wide range of scenarios such as smart buildings, smart security, defect detection, autonomous driving, etc.