This article explains how to develop sensor‑less motion-controlled games by leveraging the PP‑TinyPose keypoint detection model and FastDeploy inference tool, detailing the required setup, code snippets, and a reusable PyQt5 framework for creating webcam‑driven interactive demos.
This article explains Kuaishou’s Y‑tech body‑beautification pipeline, detailing how proprietary human pose detection, key‑point localization, and image‑warping techniques such as stretching, triangulation, and liquify are combined to create stable, natural effects like long‑leg, slim‑waist, and swan‑neck, while minimizing background distortion.
This article explains how Alibaba Sports created an AI‑driven home‑exercise solution that uses on‑device pose estimation, describes the underlying MNN inference engine, outlines challenges such as accuracy, performance and testing, and shares the business impact of supporting dozens of workout motions.
This article describes a student‑developed system that combines video‑cloud and AI technologies to continuously monitor the health and posture of seniors living alone, automatically detecting prolonged lying positions and providing alerts and activity recommendations.
