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HarshithK13/README.md

Heyaa! I'm Harshith. Happy to see you here! :)

A passionate ML enthusiast

Coding

  • 🔭 I’m currently pursuing my Masters degree at the University of Michigan - Dearborn in the field of Artificial Intelligence with a specialization in Machine Learning.

  • 💪 I'm trying to get deep on Reinforcement Learning under Dr.Srijita Das, as a Research Assistant.

  • I'm working as a Teaching Assistant under Dr.Khalid Kattan for the course Deep Learning.

  • 🌱 I’ve been trying to gain as much knowledge as possible in Machine Learning and the progress so far is in 2 Research Papers!!

  • 👨‍💻 The descriptions to all of my projects are available at My Linkedin Profile Page.

  • 📫 How to reach me harshithkethireddy@gmail.com, kharshi@umich.edu, reddy.16@alumni.iitj.ac.in.

Connect with me:

harshithkethir1 harshith kethireddy harshith kethireddy _harshithk13_ harshithkethire1

Languages and Tools:

cplusplus docker javascript matlab mongodb mysql opencv pandas postman python pytorch scikit_learn seaborn

harshithk13

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  1. Attention-Based-Object-Classification-For-Drone-Imagery Attention-Based-Object-Classification-For-Drone-Imagery Public

    The motivation is to use attention mechanisms that can help improve the accuracy and efficiency of object classification by focusing on the most relevant parts of the image rather than processing t…

    Jupyter Notebook 6

  2. 3-Model-Compression-Techniques 3-Model-Compression-Techniques Public

    In this project, we have decided to look at the pros and cons of three common techniques used to compress large models into smaller ones which are Pruning, Quantization and Knowledge distillation.

    Jupyter Notebook

  3. cn-iisc-internship cn-iisc-internship Public

    This project aims on creating a marker simulation of people moving from one place to another using different modes of transport in the IIT Jodhpur campus.

    HTML

  4. Efficient-Adversarial-Attack-Generation-in-Black-Box-Settings Efficient-Adversarial-Attack-Generation-in-Black-Box-Settings Public

    In this project, we examined how well a trained Resnet-50 model can withstand the Boundary Biased Attack, and how well a defense mechanism known as "adversarial training" functions when this attack…

    Jupyter Notebook

  5. Neural-Style-Transfer Neural-Style-Transfer Public

    The aim of this project is to deploy neural style transfer on a web server written in Streamlit. We have built a web-based app for Neural Style Transfer based on the model proposed by Perceptual Lo…

    Python