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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 3 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.

🚀 🚀 🚀

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  1. VALE-Explainer VALE-Explainer Public

    Language-Aware Visual Explanations (LAVE) is a framework designed for image classification tasks, particularly focusing on the ImageNet dataset. Unlike conventional methods that necessitate extensi…

    Jupyter Notebook

  2. Synth-SONAR Synth-SONAR Public

    A controllable SONAR image generation with text-to-image diffusion models, using style injection to diversity enhancement and GPT prompting.

    Python

  3. Under-water-sonar-image-classification Under-water-sonar-image-classification Public

    This repository explores the use of eXplainable AI (XAI) to interpret deep learning models in underwater SONAR image classification. We utilize transfer learning with CNN architectures like VGG16 a…

    Python 1

  4. No-Code-Image-Classifier No-Code-Image-Classifier Public

    The No-Code Image Classifier provides an intuitive Gradio-based interface for developing and testing image classification models using TensorFlow. This repository simplifies the model development p…

    Python

  5. Leaf-Expert Leaf-Expert Public

    Leaf-Expert is an AI-powered tool that predicts leaf issues, provides detailed explanations, and offers actionable solutions to cure and prevent plant ailments. Perfect for researchers and gardener…

    Jupyter Notebook 2