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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