{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.10","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"        This essay is for giving an overview of some AI Applications\n   in Image Topic.Images  are captured from input camera sensors that\n   sense the environment from a certain view, then process, learn,\n   recognize objects then take decisions that affect the environment\n   by various ways.By using different algorithms in AI with the \n   aid of other branches of science like Image Processing ,Mathematics,\n   Statistics and Computer Vision.\n        For an introduction to Image Processing algorithms , as an          example of some of them first edge detection that makes border a        round different pixels.second texture that recognize different          patterns in pixels values.\n        For an introduction to Computer Vision Algorithms, as an example\n   of some of them ,first HOG technique that gets the geometry of the      object. Second reconstruct the objects from multiple views and          solving some geometry.\n       There are many Applications in various fields.First Robotics \n   that can detect positions, locate landemarks and then make changes\n   in the environment.Second Medical in diagonising diseases by \n   labelling the affected cells by the disaese and normal cells.And\n   in recognizing different molecules in chemistry industry.Third\n   in Society ,Entertainment and Economics.For example searching\n   for images from texts and also images,interactive games like \n   extracting text from image specially handwritten,decrease \n   death rates by smart cars that track cars and people, also \n   planning and scheduling transportation,Fourth Industry become\n   easy and more profitable with smart machines that complete the\n   hard and dangerous tasks in air, underground, underwater and space.\n   It can track moving objects and affects the environment .\n       We have given an overview of Image Processing and Computer\n   Vision tasks,then shown some applications in the field of AI\n   that uses images.\n       My reference resource is an AI text book from my faculty.  ","metadata":{"execution":{"iopub.status.busy":"2023-07-09T23:53:20.780917Z","iopub.execute_input":"2023-07-09T23:53:20.781857Z","iopub.status.idle":"2023-07-09T23:53:20.834649Z","shell.execute_reply.started":"2023-07-09T23:53:20.781774Z","shell.execute_reply":"2023-07-09T23:53:20.832881Z"}}},{"cell_type":"code","source":"import pandas\nprint","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"","metadata":{}},{"cell_type":"markdown","source":"","metadata":{}}]}