The invention relates to the technical field of
physical fitness assistance, in particular to a
physical fitness assistance application based on combination of AR glasses analysis and Transform, comprising a
camera module, a sensor module, AR glasses, a
wireless communication module and a
processing module; wherein the
camera module collects a user motion video
stream, the sensor module synchronously records acceleration,
angular velocity and direction data, the
processing module operates a Transform model in real time through a
parallel computing architecture, and the AR glasses superposes three-dimensional
visual guidance information to a real scene by adopting a
waveguide optical technology; the
camera module carries out
image noise cleaning, then image features are extracted through a convolutional network, and feature normalization
processing is carried out; after the sensor module removes
noise through the low-pass filter, a sliding window extracts
time sequence features, and feature normalization processing is carried out; the two features are fused and spliced,
time sequence modeling is carried out based on Transform, action behaviors are output, calculation with a standard action template is carried out, suggestions are proposed and displayed in AR glasses, and exercise data are recorded and reversely input to a Transform model for recording.