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Instance Segmentation
              Instance Segmentation helps to uniquely identify and delineate each object of interest
              that appears in an image. This process helps create a pixel-by-pixel mask for each
              object in the image and gives us a much more detailed understanding of the objects
              in the image.

                                                                                                      DOG, CAT


                        a   Brainy Fact


                   This deep learning and augmented reality combination is glitchy and
                   has problems, but it pulls together the best of today's technology for
                   one ultimate goal: to bring a dancing John Travolta and Uma Thurman
                   into your living room. The two characters from the film ‘Pulp Fiction’ are
                   recognised by machine learning, which separates them from the rest of
                   the scene and pulls them into your AR vision. The tool is called ‘Volume’.


                   (https://www.youtube.com/watch?v=iwJt4DM6mJA)





                      Weather Prediction using AI

              Weather  forecasting is concerned  with  collecting  satellite  data,  identifying  patterns in the  observations  made,  and
              then calculating the results to obtain accurate weather forecasts. This is done in real-time to prevent disasters. Artificial
              intelligence uses computer-generated mathematical programs and computer vision technology to recognize patterns
              so that relevant weather forecasts can be made. Scientists are now using AI to forecast the weather to get refined
              and accurate results quickly! One of the main advantages of this AI-based model is that it adapts to the dynamics of
              atmospheric changes.



                            Classification      Classification     Object Detection          Instance
                                                + Localization                            Segmentation




















                                    Typhoon         Typhoon           Weather/Climate Event Detection
                                  Classification     Location                or Segmentation






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