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Academic Paper Summary

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Detection of Tuberculosis in Radiographs using Deep Learning-based Ensemble Methods. The first point that need to be discussed at the beginig is to give a brief hint regarding the tuberculosis desise: One of the most horrible diseases with a significant mortality rate is tuberculosis. Mycobacterium Tuberculosis is the bacteria that causes tuberculosis, which primarily makes it difficult to breatheThis acadimic paper explains the methodology of how the deep learning became an integral part in the medical domain, especially in programming the radiographs that detects the tuberculosis using the deep learning-based Ensemble Methods in other words The initial goal of this study was to shorten the time it took for a patient to be diagnosed with tuberculosis- in which the AI has emerged as a viable option for detecting tuberculosis in radiographs. Finally, to explain the process mention previously in a short words: The classification problem under examination is a binary classification of pho

Top 7 companies that uses AI around the worl (Student Ideas).

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Project Plan (Gantt Chart Update)

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Software (Example)

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RoboDK Sofrtware (Example) The RoboDK software had many users since it was launched for the first time in 2015, it has more than 30 000 users around the world, furthermore, it is also being used in the educational field precisely at the universities, and besides that it is being used in the manufacturing field. Here are some examples and models that have been made using this software, A further point also worth mentioning as it has a relation with the current robot systems which is that some specific robots are still been programmed using the assembler-like languages rather than C++ or python because the manufacturing robots are too complex to program (RoboDK, 2022). Reference: RoboDK, 2022. Off-line Programming - RoboDK blog. [online] RoboDK blog. Available at: <https://robodk.com/blog/off-line-programming/> [Accessed 3 June 2022].

Software (Evaluation-Functionalities)

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Software (Overview)

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RoboDK Software (Overview) the Photo bellow shows the front page of software called RoboDK which is an instance of a feature-filled robotic simulator, that simulates the different kinds of robots based on the need. This Robotic simulation enables you to create, design, and test automated robot-based applications and robot systems. In other words, this software allows the user to do a 3D concept or virtual concept that simulates the physical model, for the aim of conducting research or testing a model virtually before it is made and brought to the public for example. For instance, it might be an industrial robot simulation or any other kind of robot. To give a specified image of this software, it is a 3D Manufacturing Simulator software that has 5 different types of simulations: 1. Robotic Simulation 2. FEA Simulation 3. CAD/CAM Modelling 4. Discrete Event Simulation 5. Intelligent Simulation. Reference: Robodk, 2022.  Simulator for industrial robots and offline programming - Robo

Primary Research (General Questions Analysis)

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Primary Research   (General Questions Analysis) The second stage of the questionnaire was braked down into two chanks, in the first one the 13 participants went through some educational background questions. What is their level of studies and what is their current educational situation, current students, ex-university, and researchers? To be honest, most of the people that participated are my friends, so automatically the majority of them are university students who are studying Computing. So for that reason, the result showed that 100% of the participant are interested in the domain of technology. In the other chank of the questionnaire, the participants answered some questions regarding my field of interest in the world of computing, which is robotics, in terms of their background knowledge regarding robotics there were several answers to differ, however, most of them found that the domain of robotics is interesting, and they were inclined to it. Despite the fact that they expresse