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Purushothaman-natarajan/README.md

Hi there! 👋 I'm Purushothaman Natarajan

I'm into deep learning, specializing in computer vision and NLP. With over 2 years of experience in machine learning and a background in mechanical engineering, I bring a unique perspective to my work.

🔬 Currently, I'm immersed in the fascinating world of underwater sonar imagery, working on a project funded by DRDO (Defence Research and Development Organization).

💼 I've previously collaborated with Amazon and am currently a Research Fellow at SRM University, Chennai, India.

📚 If you're interested in connecting or discussing anything related to machine learning, computer vision, or NLP, feel free to reach out to me on LinkedIn.

🚀 🚀 🚀

Pinned

  1. eXplainable-AI-for-Image-Classification-on-Remote-Sensing eXplainable-AI-for-Image-Classification-on-Remote-Sensing Public

    This repository provides the training codes to classify aerial images using a custom-built model (transfer learning with InceptionResNetV2 as the backbone) and explainers to explain the predictions…

    Jupyter Notebook 1

  2. Q-and-A-chat-bot-from-PDF Q-and-A-chat-bot-from-PDF Public

    A chat bot designed to answer queries from a PDF file that you upload- developed utilizing BERT & Transfomers

    HTML 1 1

  3. Yoga_Pose-Image-Classification Yoga_Pose-Image-Classification Public

    This repository offers a robust solution for multilabel image classification. Utilizing advanced neural networks like VGG16, VGG19, ResNet50, InceptionV3, DenseNet121, and MobileNetV2, the project …

    HTML 1 1

  4. NLP-TEXT-PROCESSING NLP-TEXT-PROCESSING Public

    This project offers advanced techniques in text preprocessing, word embeddings, and text classification. Explore methods like Word2Vec and GloVe, and master Multinomial Naive Bayes for accurate pre…

    Jupyter Notebook

  5. XAI-lime-on-Binary-Image-Classifier XAI-lime-on-Binary-Image-Classifier Public

    We've developed a powerful binary dog and cat image classifier, driven by advanced deep learning techniques, and enhanced its transparency using Local Interpretable Model-agnostic Explanations (LIM…

    Jupyter Notebook

  6. Binary-Image-Classification Binary-Image-Classification Public

    This repository contains implementation and evaluation scripts for various pre-trained deep learning models applied to binary classification of cats and dogs using transfer learning on a balanced d…

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