Image Classification

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Simplified Project (One Output Only)

Main Question:

The application should be using Python programming language, input data as images of crowd people. We shall have three inputs states and three output states (normal, high and danger) :

1) If there is no crowd or a few people, then the status shall be normal, and the output is display a message (Please, Move on) in a green color.

2) If there is a crowd of people then the status shall be high, and the output is display a message (Please, Keep Calm and Move Slowly) in a yellow color.

3) If there is a High crowd of people then the status shall be a danger, and the output is display a message (Please, Stop Walking Immediately, Be Patient) in a red color.

Requirements:

1) Research paper IEEE about this project as a word document. (There is no limit, but you can consider of minimum of 6 pages including references).

2) An explanation of function codes as a separate word document. (There is no limit, and it depends on project functions have used, but you can consider of minimum of 2 pages).

3) Attach all references that used (articles and websites links … etc.) as a zip file.

4) The input database should be 100 images for each state (normal, high and danger) or as a total not less than 300 images of the database.

The project codes must run on my machine, and all requirements from 1 up to 4 need to be submitted including the project codes from the main question.

Please, this project must have free plagiarism that’s mean NO PLAGIARISM at all because my advisor will check. If you have any question, please ask me. Good Luck 🙂

Regular Project (Three Outputs)

Main Question

1) If there is no crowd or a few people, then the status shall be normal, and the output is a sound playing to walk and move normally “Please, Move On, ” and It may turn a green light ON and display a message (Please, Move on).

2) If there is a crowd of people then the status shall be high, and the output is a sound playing to move slowly “Please, Keep Calm and Move Slowly” and It may turn a yellow light ON and display a message (Please, Keep Calm and Move Slowly).

3) If there is a High crowd of people then the status shall be a danger, and the output is a sound playing to stop walking “Please, Stop Walking Immediately, Be Patient” and It may turn a Red light ON and display a message (Please, Stop Walking Immediately, Be Patient).

Requirements:

1) Research paper IEEE about this project as a word document. (There is no limit, but you can consider of minimum of 6 pages including references).

2) An explanation of function codes as a separate word document. (There is no limit, and it depends on project functions have used, but you can consider of minimum of 2 pages).

3) Attach all references that used (articles and websites links … etc.) as a zip file.

4) The input database should be 100 images for each state (normal, high and danger) or as a total not less than 300 images of the database.

The project codes must run on my machine, and all requirements from 1 up to 4 need to be submitted including the project codes from the main question.

Please, this project must have free plagiarism that’s mean NO PLAGIARISM at all because my advisor will check. If you have any question, please ask me. Good Luck 🙂

Note:

  • This is my project proposal (Regular “3 outputs”), and you have to select one project only.
  • Both projects are the same; the only difference is the outputs in each state. I have tried to (Simplified “1 output”) my project to make it done.
  • Choose whatever you want that works for you from above projects (Regular, Simplified), or you can mix any two output for each state if you like. (i.e., a message and a blinking color) Or (i.e., a message and a sound playing) … etc.
  • You can submit word documents, and project file codes (program). However, I guess some other project requirements can’t be submitted here – Like the database and references – because of their huge sizes, which I recommend as an easy way that you upload them to any cloud services and share them with me in here. But if you wish to do all of them here, it is up to you.
  • If you have any question, please ask me anytime, and everything is almost flexible and can be changed if it is possible.
  • My Adviser wants to know which Algorithm/s is/are used in this project.

Special Note:

I need to submit something at the end of the semester, either from my proposal which is (Regular, Simplified), or from Adviser project list that you liked most. But please, let me know, and we can discuss it further, in order to have my Adviser approval on it.

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