[vip-help] VIP Project Ideas

[Bhagtani, Kratika]

  1.  Signature Verification System
     *   Given two images of a person’s signature (an original signature and a test signature), identify if the test signature is genuine or forged.
     *   Dataset : There is a small dataset called CEDAR Signature (https://paperswithcode.com/dataset/cedar-signature<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpaperswithcode.com%2Fdataset%2Fcedar-signature&data=05%7C01%7Cvip-help%40ecn.purdue.edu%7Cba04dc1dd4644829582008db9e73987b%7C4130bd397c53419cb1e58758d6d63f21%7C0%7C0%7C638277991547866921%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=vxKlnHLZz7X%2Bq5H6t4%2BlTIftVtaVXHT7PyNaL%2FNbjjI%3D&reserved=0>)
  2.  Converting handwritten documents to their typed versions (handwriting recognition)
     *   Datasets : Can use MNIST Dataset or NIST Special Database for handwritten letters (https://www.tensorflow.org/datasets/catalog/mnist<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.tensorflow.org%2Fdatasets%2Fcatalog%2Fmnist&data=05%7C01%7Cvip-help%40ecn.purdue.edu%7Cba04dc1dd4644829582008db9e73987b%7C4130bd397c53419cb1e58758d6d63f21%7C0%7C0%7C638277991547866921%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=6lKlcy0qtjY91vmtV931QlugU3arhzqxhYq3DEMEpsA%3D&reserved=0>)
  3.  Resume Screening/Scanner
     *   Developing a scanner to automatically detect key fields like education or skills to speed up screening process, just like companies do.
     *   Dataset : Kaggle has a resume dataset to start with (https://www.kaggle.com/datasets/gauravduttakiit/resume-dataset<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.kaggle.com%2Fdatasets%2Fgauravduttakiit%2Fresume-dataset&data=05%7C01%7Cvip-help%40ecn.purdue.edu%7Cba04dc1dd4644829582008db9e73987b%7C4130bd397c53419cb1e58758d6d63f21%7C0%7C0%7C638277991547866921%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=w1%2BGaa4a8jgxIeQc2CwScjbT6N44x8I275b3UPnVgx0%3D&reserved=0>)
  4.  Ideas which can use generative networks:
     *   Converting image to its cartoon version
     *   Image style transfer from a painting

Sincerely,

============================================================
Kratika Bhagtani
Ph.D. Student
Research Assistant
Video and Image Processing Laboratory (VIPER)
School of Electrical and Computer Engineering
Purdue University
465 Northwestern Avenue
West Lafayette, IN 47907-2035
U.S.A.
Telephone: +1 765 714 7091
email: kbhagtan at purdue.edu


From: vip-help <vip-help-bounces at ecn.purdue.edu> on behalf of Chen, Alain <chen2967 at purdue.edu>
Date: Monday, August 14, 2023 at 4:59 PM
To: VIP-Help <vip-help at ecn.purdue.edu>
Subject: [vip-help] VIP Project Ideas

  *   Simple puzzle recognition + solver

     *   Take an image of a simple puzzle like sudoku or battleships or a maze (or more difficult ones like a crossword) with your phone and solve it

  *   Nutrition label recognition

*****
Alain Chen
Ph.D. Student
Research Assistant
Video and Image Processing Laboratory (VIPER)
School of Electrical and Computer Engineering
Purdue University
465 Northwestern Avenue
West Lafayette, IN 47907-2035
U.S.A.
email: chen2967 at purdue.edu<mailto:chen2967 at purdue.edu>
URL: https://skynet.ecn.purdue.edu/~chen2967/

VIPER Lab Telephone: +1 765 494 3351
*****

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