When ever I visit my spine doctor, the first thing they ask me to do is to walk for checking my gait. I've been wanting to analyze my gait myself for a long time and only now its been possible due to accessible & efficient ML/AI and the ability to run complex models on local computer.<p>Gait abnormalities can be attributed to various musculoskeletal and neurological conditions and so gait analysis is being used as an important diagnostic tool by doctors.<p>Automated gait analysis requires expensive motion capture or multiple-camera systems. But with Gait Analyzer one can analyze their gait in comfort and privacy of their home on their computer.<p>Gait Analyzer implements the algorithm published in the paper titled Automated Gait Analysis Based on a Marker-Free Pose Estimation Model - <a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10384445/" rel="nofollow noreferrer">https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10384445/</a> .<p>This algorithm for gait analysis is shown to be as reliable as a motion capture system for most scenarios.<p>Gait Analyzer further uses Llama 2 large language model to interpret the gait data to the end user in simple terms.<p>You can test Gait Analyzer by uploading a short side-view video of you walking. In case you want to run it locally in your computer, It's available on docker and its open-source.<p>I'd appreciate your feedback to improve Gait Analyzer.<p><a href="https://github.com/abishekmuthian/gaitanalyzer">https://github.com/abishekmuthian/gaitanalyzer</a>