I'm looking forward to getting some suggestions for writing a research proposal about car plate detection using DL. Looking for the following:-
1- Writing Style
2- Topics for Ph.D. research proposal in Deep Learning.
3- How to engage the attention of the reader in my research proposal?
4- Examples of research proposals using deep learning techniques!!
First you search near by university and which is avaliable Ph.D. in Computer science in external part-time mode and search availability of guide.
License plate reading is a very well solved problem in computer vision and probably not worth a good PhD research project. You should at least try to find a problem that is not already solved by commercial libraries or software and that would require at least some small theoretical innovation/discovery.
My suggestion, look for some recent "state of the art" review papers on deep learning application to find:
1) An application domain that has a great potential future;
2) Has lots of unsolved problems;
3) That is of interest to you.
The secret of a great PhD research subject is at the intersection of these three sets!
Good luck!
Deep learning is only an application for training and processing underline model for final outputs. It is very well-known techniques employed by thousands of researcher for upgrading their research findings w.r.t. enhanced results. Moreover, training model via deep learning is not a closed form solution to relay on it. It is just a hand engineered procedure without mathematical authenticity of having unique solution. So far it is an arbitrary method and to me an ad-hoc procedure, which will be replaced by some authentic(to be based on strong mathematical theorems) ones very soon.
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