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SIT740 Information Technology (IT) Assignment | Distinction

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Research and Development in Information Technology (SIT740)

   

Added on  2020-05-28

SIT740 Information Technology (IT) Assignment | Distinction

   

Research and Development in Information Technology (SIT740)

   Added on 2020-05-28

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Running head: DISTINCTION TASK 8.3SIT740 Research and Development in Information TechnologyDistinction Task 8.3: Investigation of the tool for given problemStudent Name:University Name:
SIT740 Information Technology (IT) Assignment | Distinction_1
DISTINCTION TASK 8.31Recognition of Image and Machine LearningThe recognition of images is an important task to develop and test approaches of machinelearning. The vision is a powerful sense which is available in humans naturally but the questionremains in context to robotics on how to teach the robots to recognize images with accuracy.Hence, this project has been chosen to identify a tool that will help to solve the issue.TensorFlow, an open source programming tool for dataflow has been chosen so that the conceptbehind recognition of images by robots can be easily implemented in the real world. Theobjective of this study is solve the concern regarding image recognition by robots. In this study, asimulation program has been developed for implementing a prototype of the real life scenario.The advantage of this solution is that it will add as a security measure for household as well ascommercial intelligent systems. The solution will also help to reduce the workload on humans toidentify objects within an image during forensic investigations. The disadvantage of this solutionis that it can operate properly only with the images that are stored in the database. The feature ofthe proposed solution is that it can be embedded with intelligent systems such that those can beused for commercial purposes.
SIT740 Information Technology (IT) Assignment | Distinction_2

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