Google's MediaPipe is a versatile tool for quick ML model development and deployment, offering an open-source platform with multiple libraries and tools to help developers build advanced ML models. The framework provides two primary components: MediaPipe Solutions, which offers pre-built libraries and APIs for easy deployment of specific machine learning models, and the MediaPipe Framework, which allows users to build custom machine learning pipelines from scratch. MediaPipe supports various computer vision tasks, including image classification, object detection, hand and gesture recognition, face detection, image embeddings, and pose estimation, making it an attractive option for beginners and developers looking to integrate ML models in mobile and web applications. With its ease of use and cost-effectiveness, MediaPipe is a suitable choice for small businesses and individuals who want to develop and deploy ML models quickly.