NAIF A. GANADILY's repositories
Face-Mask-Detection
๐๐ฎ๐ฐ๐ฒ ๐ ๐ฎ๐๐ธ ๐๐ฒ๐๐ฒ๐ฐ๐๐ถ๐ผ๐ป ๐๐๐ถ๐ป๐ด ๐๐ผ๐ป๐๐ผ๐น๐๐๐ถ๐ผ๐ป ๐ก๐ฒ๐๐ฟ๐ฎ๐น ๐ก๐ฒ๐๐๐ผ๐ฟ๐ธ In the Final Project (Dr. Amr Yousef - EE 429 Independent Design), two of my classmates and I developed a deep learning model (Convolution Neural Network). We have successfully programmed a simple model to detect if someone is wearing a face mask or not. This model has real-world applications. For example, during the covid 19 epidemic, we witnessed public places like malls, stadiums, and government buildings adopt this model with a more sophisticated computer vision model used with cameras outside these buildings to allow entry or not. The model will detect if said person is wearing a mask or not, which will unlock the door to enter. ๐ฅ๐ฒ๐พ๐๐ถ๐ฟ๐ฒ๐ฑ ๐น๐ถ๐ฏ๐ฟ๐ฎ๐ฟ๐ถ๐ฒ๐:โ tensorflow, keras, imultils, numpy, opencv, python,โ matplotib,โ argparse and scipy
Energy-Management-Analysis-The-College-of-Engineering-Building
In September 2020, I was voted as Senior Project Leader, leading a team of 5 including myself to construct a well-deserved full analysis project in the electrical engineering domain. For 12 months we have been collecting Data on our College of engineering building to understand energy leakage. We have conducted a full Data Science Analysis Lifecycle with an add-on of Electrical Engineering Solutions.