Works-Projects
Works and projects during my undergrad.
Projects
PowerElectronics Project (Undergraduate Thesis)
Developed a leakage current mitigation strategy using H5 topology for Solar Energy Integration in Grid.
PLMD - IOT (Undergrad 7th Semester Project)
Developed an Esp32 based house energy monitoring device for demand side response
Papers Replicate
UNET
Implemented the UNET model from scratch for image segmentation tasks in PyTorch
Neural Style Transfer
Replicated the neural style transfer technique to apply artistic styles to images.
Ekbana Internship Works
Kmeans 2D
Clustered handwritten digits from the MNIST dataset using K-means algorithm during my internship.
Dimensionality Reduction
Applied SVD and PCA techniques for image compression
Image Stitching
Developed an image stitching algorithm using SURF and homography matrix projection in C++.
Understanding Color Space
Color space manipulation in C++.
Image Transformation
2D image transformation in C++ from scratch
Edge Detection
Edge Detection Algorithm in C++
Lane Detection
Lane Detection and Polyfill using Hough Transform
3D Transformation
3D point cloud transformation in C++
Pytorch Fundamentals
Contains thorough documentation on PyTorch , Tensorboard, Image Augmentation, Data Loading Pipeline , Loss Functions and Cuda Implementations
Python Basic Packages Revisited
Python , NumPy, Pandas, Matplotlib, FastApi Revisited
PyCollage
Collage Maker for images
FuseMachine Semester Projects
AI Disease Prediction
Ensembled models disease prediction and chatbot.
Document Summarizer With Chatbot
Abstractive Summarization of PDF
AI Car
Hardware and Simulation of CNN based car.
Core ML Scratch
Neural Network Scratch
Deep Neural Network Implementation from Scratch
Regression Scratch
Polynomial , Logistic and Multinomial Regression from scratch
Hackathon Projects
Helmet Detection
Helmet detection system to enhance safety using MobilenetV2 Archictecture.
NAYAN
Real Time Eye monitoring software for childrens
Transmission Line Monitoring
Drone based Computer Vision System for monitoring transmission lines for fault detection.
AR Galactics
Augmented Reality (AR) based apps for children. Presented in Nasa Space Apps Challenge