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Task



                   Check out the website https://lipsync.withyoutube.com/
                   An AI-powered challenge that rates how closely your lip-syncing matches the song! This experiment uses
                   Google’s AI technology TensorFlow.js. The TensorFlow model provides a real-time high-density estimate of key
                   points of your facial expression using only a webcam. Through machine learning in your browser, the key points
                   around the mouth and lips are analysed to estimate how well you synchronize to the lyrics of the song!




                      Deep Learning


              Deep learning is a subset of machine learning that teaches computers to do what humans do naturally. It is the
              key technology used in voice control devices such as driverless cars, mobile phones, tablets, etc. In deep learning,
              a  machine  is  trained  with  huge  amount  of  data  which  helps  it  in  training  itself  around  the  data.  Such  machines
              are intelligent enough to develop algorithms for themselves. Deep learning is the most advanced form of Artificial
              Intelligence.  Machine  learning  is  intermediately  intelligent  and  Artificial  Intelligence  covers  all  the  concepts  and
              algorithms which, in some way or the other mimic human intelligence.
              There are a lot of applications of AI out of which few are those which come under machine learning out of which very
              few can be labelled as deep learning. Thus, not everything that is machine learning will be deep learning.



                                                  Artificial Intelligence

                                                              Any technique that enables computers
                                                              to imitate human intelligence. It includes machine
                                                              learning



                                    Machine Learning
                                           A subset of AI that includes  techniques that
                                           enable machines to improve at performing tasks with
                                           experience. It includes deep learning also


                           Deep Learning

                                   A subset of machine learning based on
                                   neural networks that permit a machine to
                                   train itself to perform a task

              Most deep learning methods use neural network architectures, which is why deep learning models are often referred
              to as deep neural networks. The term “deep” usually refers to the number of hidden layers in the neural network.
              Traditional neural networks only contain 2–3 hidden layers, while deep networks can have as many as 150. Deep
              learning models are trained by using large sets of labelled data and neural network architectures that learn directly
              from the data without the need for manual intervention.





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