Gait Analyzer

About Gait Analyzer:

Generated by ChatGPT
**Gait Analyzer: Home-Based Gait Analysis Tool**

Gait Analyzer is an innovative tool designed for at-home gait analysis, allowing users to assess potential health disorders conveniently. By uploading a short video of themselves moving, users gain insights into musculoskeletal and neurological conditions affecting their gait.

Utilizing a marker-free pose estimation model, the tool employs an algorithm demonstrated to be on par with costly motion capture systems for accuracy. Unlike traditional methods, Gait Analyzer enables users to perform gait analysis locally on their computers, ensuring privacy and comfort.

Key Features:
– Local video analysis: Users can process gait analysis videos directly on their computers.
– Annotated video with pose estimation: The tool provides detailed visualizations, annotating key points in the user’s movement.
– Distance, peaks, and minima plots: Gait data is presented graphically for each leg, aiding in comprehensive analysis.
– Gait data download: Users can download their gait data in .csv format for further examination or sharing with healthcare professionals.
– Interpretation with Llama2: Gait Analyzer employs the Llama2 large language model to explain gait patterns in simple terms.

Storage and Contribution:
– Cloud and local storage options: Videos uploaded to the tool’s website are stored on the server, potentially contributing to research. Locally run instances store videos on the user’s computer.
– Open-source collaboration: Users, especially coders, can contribute to the Gait Analyzer project, with sponsorship opportunities available for supporters.

Gait Analyzer democratizes gait analysis, offering an accessible and reliable solution for health-conscious individuals at home.