Apparatus and method for enabling personalized community post-stroke rehabilitation

A system for providing personalized community-based post-stroke rehabilitation, comprising:

• a user-end module configured to provide schedule information with instructions of at least one specific exercise and to show at least one image or video, wherein the user-end module provides a camera view page to record a target image or video and to record a target user's performance metric, wherein the user-end module comprises:
• a feeding module configured to acquire the image or video from a consumer-grade smartphone or tablet device;
• a human activity recognition module configured to receive the image or video from the feeding module and to leverages a human pose estimation model to analyze input data;
• and
• a human activity evaluation module configured to receive results transmitted from the human activity recognition module and to evaluate performance of the results based on performance metric information which is rule-based or template-based;
• a cloud platform module configured to receive and store the target user's performance metric from the user-end module;
• and
• a therapist-end module in communication with the user-end module via the cloud platform module, wherein the therapist-end module is permitted to log in the cloud platform module and receive the target user's performance metric from the cloud platform module, and wherein the therapist-end module is further configured to visualize the target user's performance metric so as to show exercise waveform comprising quantitative data for qualitative analysis.