MediaPipe ML Solutions

MediaPipe is an open-source framework by Google for building multimodal machine learning pipelines. It provides pre-trained models for computer vision and pose tasks: detecting human hands, estimating body pose (21 3D joint points), detecting faces, segmenting backgrounds, and tracking objects. Instead of building a neural network from scratch, you instantiate a task (e.g., PoseLandmarker), load a model, and call inference on video frames. Results include coordinates, confidence scores, and visibility flags. MediaPipe handles the heavy lifting: preprocessing, model optimization, on-device inference, and post-processing. You focus on what to do with the output—draw skeleton overlays, trigger actions when pose changes, or store data for analysis.