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Sudhir Sornapudi Sdhir

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šŸ‘‹ Hi, I’m Sudhir. I am currently working as an Lead Imaging Scientist at Corteva Agriscience. My Ph.D. research involved designing image processing techniques and computational models that can facilitate automated cervical cancer diagnosis from histopathologic images of tissue biopsies. I have worked with various biomedical image databases like cervical histology (microscopy images), cervical cytology (microscopy images), chest X-ray scans, GI tract polyps from colonoscopy and wireless capsule endoscopy, foot prosthesis; natural image datasets like human face images and scene text images; and agriculture field and lab images.

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  1. DeepCIN: Attention-based Cervical Histology Image Classification with Sequential Feature Modelling for Pathologist-Level Accuracy

    Python 1

  2. Docker ML/DL Development Container

    Dockerfile

  3. The objective of this project is to accept a double and continue playing or reject the double and concede the game at the cost of losing point when the opponent offers double.

    Python

  4. Image restoration model that can handle an image affected by a mixture of distortions using Reinforcement learning.

    Python 3

  5. Library Management Sysytem Using RFID Technology

    Processing

  6. Extract best circle marker from video

    C++ 2