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1. EEG_Analysis_during_Deep_Breathing EEG_Analysis_during_Deep_Breathing Public

   Confirmed the hypothesis that deep breathing calms the brain by looking at spectral power changes. Created a neural network based classification model for real time deep breathing EEG classification.

   Jupyter Notebook 4 1

2. Face_Verification Face_Verification Public

   Replicated the paper ”Attribute and Simile Classifiers for Face Verification” and matched its accuracy. Enhanced accuracy scores by 10% by integrating end-to-end and scalable Deep learning methodol…

   Jupyter Notebook

3. Rapidly-exploring_Random_Tree Rapidly-exploring_Random_Tree Public

   Implement the RRT path planning algorithm for a Holonomic and Non-Holonomic robot

   Jupyter Notebook 1

4. Dynamic_Velocity_Obstacle Dynamic_Velocity_Obstacle Public

   Holonomic robot avoids static and dynamic obstacles in order to determine the shortest path to the destination

   Jupyter Notebook 2 1

5. GrabCut GrabCut Public

   Replicated the paper titled ”GrabCut — Interactive Foreground Extraction using Iterated Graph Cuts”. Designed a GUI based environment to allow users to roughly segment out the foreground pixels via…

   Jupyter Notebook

6. Demystifying_EEG_Microstates Demystifying_EEG_Microstates Public

   Understanding and Implementing EEG Microstate pipelines

   MATLAB 1 2