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SIT740 Research And Development In Information Technology1

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Question:

Your idea or concept idea could be related to any of machine learning, expert systems, and robotics areas. Conduct a literature review (or based on your previously read papers) and identify a new problem/idea in AI. Some examples of problems to solve related to AI are as follows:

How to write without having to use a keyboard with the help of voice recognition
How to tag people automatically in social media using face recognition
How to translate a text in an image with the help of character recognition
How to scan an image or PDF file and use in word processing programs with the help of handwriting recognition
 

Answer:

Recognition of Image and Machine Learning

The advancement in context to the Artificial Intelligence has opened new areas for study and ability to operate in robotics. From the rising demand for robotics, this study is focused on technique that can be used by robots or machine for recognition of images. The recognition of images to an accurate level is sometime even difficult for the human eye. Hence, in this paper an idea has been decided for implementing the intelligence in robots to reorganize images with accuracy.

 


The idea will help to design advanced systems that could be used in commercial purposes as well as security purposes. The proper recognition of images can also help in forensic investigations as a deep learning based computer vision technique. This means that the robots will also support detecting of objects within an image and help to gain insight into the concept of machine learning.

 

References

Wu, R., Yan, S., Shan, Y., Dang, Q. and Sun, G., 2015. Deep image: Scaling up image recognition. arXiv preprint arXiv:1501.02876, 7(8).

Zawbaa, H.M., Abbass, M., Hazman, M. and Hassenian, A.E., 2014, November. Automatic fruit image recognition system based on shape and color features. In International Conference on Advanced Machine Learning Technologies and Applications (pp. 278-290). Springer, Cham.

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