The invention discloses an intelligent eye-protection illumination
sitting posture correction method and
system, particularly relates to the technical field of illumination
sitting posture correction, and is used for solving the problem of asynchronous illumination
sitting posture analysis. According to the method, data from different sensors are ensured to be synchronized on the same time reference through a
dynamic time warping algorithm, errors caused by asynchronization are eliminated, a self-attention mechanism is combined with position coding, the complex relation and
time sequence dependence of the data are accurately extracted, the feature representation capability of the model is improved, and finally, the model is optimized.
Time sequence data fusion is carried out on the multi-
modal features according to the long-short-
term memory network, the
user state and demand are predicted in real time, accurate light adjustment and sitting posture monitoring are achieved, the robustness and adaptability of
data analysis are improved, the user experience and health
management efficiency can be remarkably improved in intelligent eye-protection illumination sitting
posture correction, and the user experience is improved. And a more comfortable and healthy working and
living environment is provided for the user.