DeepMotion

DeepMotion is a cloud-based platform that uses artificial intelligence to generate realistic 3D character animations from ordinary video footage or text input. Its primary function is to remove the complexity of traditional motion capture, allowing users to upload a video recorded with any standard camera—such as a smartphone, webcam, or DSLR—and automatically extract the motion data of one or more people in the scene. The AI analyzes the video frame by frame, identifying body joints, limb positions, and movement patterns, then converts that information into a clean animation that can be applied to a 3D humanoid character. This process works entirely in a web browser without requiring specialized hardware like motion capture suits, marker suits, or depth sensors. The platform supports both single-person and multi-person motion capture, handling occlusions and partial body visibility through its deep learning models. For real-time applications, DeepMotion offers a body tracking feature that streams motion data live from a webcam, enabling users to control a 3D avatar instantly—this is useful for virtual production, live streaming, game development, and interactive experiences. Additionally, the text-to-3D-animation capability allows users to type a simple sentence describing an action—such as "a person walking and waving" or "two characters fighting with swords"—and the AI generates a corresponding animation without any video input. This feature leverages natural language processing to map textual descriptions onto pre-trained motion libraries and procedural generation rules. Beyond body motion, DeepMotion also provides facial motion capture from video. Users can upload a video of a person speaking or making facial expressions, and the system will capture lip sync, eyebr