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GSoC 2020 Ideas

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Shreyas Patel edited this page Feb 12, 2020 · 7 revisions

Idea 1: Use Artificial Intelligence/Machine Learning for OMR Sheet Evaluation

  • Description: Currently, our app detect OMR circles using Image Processing only. We want to apply AI/ML for robust OMR Sheet Evaluation.

  • Expected Outcomes: OMR Circle detection using AI/ML with/without Image Processing

  • Skills Required: AI, ML, OpenCV (Image processing module)

  • Possible Mentors: Shreyas Patel

Idea 2: Evaluate fill in the blanks questions.

  • Description: Till now, we were verifying answers of only OMR sheet based question paper but now we want to extend our idea to the fill in the blanks questions. Here, We will extract the answer written by the students and we will match it with the stored answer of the sentence.

  • Skills Required: AI, ML, DL, OpenCV, Character Recognition

  • Possible Mentors: Chintan Raiyani

Idea 3: Dynamic creation and evaluation of OMR Sheet.

  • Description: The user can enter the no. of question. The OMR Sheet will be created accordingly. And you will have to write logic for evaluating OMR Sheet dynamically.

  • Skills Required: OpenCV

  • Possible Mentors: Shreyas Patel

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