The latent vector can be injected into a fully connected network, allowing us to classify and label movements. Another option is to inject the latent vector into a Siamese twin network, allowing us to compare therapist and patient and score the patient exercise relative to the therapist. We ...
The comparison results give a number between zero and one to measure the healthiness of the machine; To increase the efficiency of the network, the CNN layer of the Siamese network is preserved, and the fully connected layer of the Siamese network is retrained using a few samples obtained from...