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Sdhir/README.md

👋 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 deepCIN Public

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

    Python 1

  2. docker-dl-dev-container docker-dl-dev-container Public

    Docker ML/DL Development Container

    Dockerfile

  3. Backgammon-Doubling-through-Reinforcement-Learning Backgammon-Doubling-through-Reinforcement-Learning Public

    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-through-RL Image-Restoration-through-RL Public

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

    Python 2

  5. LMS-using-RFID LMS-using-RFID Public

    Library Management Sysytem Using RFID Technology

    Processing

  6. Best-Circle-marker-from-Video Best-Circle-marker-from-Video Public

    Extract best circle marker from video

    C++ 2