Approch: I will be using Medipipe pose estimation model to get the coordinate of the points on your body
Work flow :
-Add data function: A function that basically lets the user put an exercise name and then stand in front of the camera and perform that action, they will have to perform the exercise, the function will take these 32 points and store them in an np array. This process can be repeated for any number of exercises.
-Train Function : This function takes the np array of each exercise and pass it thought a model and then will be able to get the weights.
-Execute Function: Using the weights the function will open the camera feed and detect which yoga or exercise you are doing.
Approch: I will be using Medipipe pose estimation model to get the coordinate of the points on your body
Work flow :
-Add data function: A function that basically lets the user put an exercise name and then stand in front of the camera and perform that action, they will have to perform the exercise, the function will take these 32 points and store them in an np array. This process can be repeated for any number of exercises.
-Train Function : This function takes the np array of each exercise and pass it thought a model and then will be able to get the weights.
-Execute Function: Using the weights the function will open the camera feed and detect which yoga or exercise you are doing.