Vishnu B Raj's Projects
Cut and paste your surroundings using AR
ECE 535 - Course Project, Deep Learning Framework
A ResNet-18 model is used to train it on a COVID-19 Radiography dataset. The dataset used has nearly 3000 Chest X-Ray scans which are categorized in three classes - Normal, Viral Pneumonia and COVID-19. The objective of this project is to create an image classification model that can predict Chest X-Ray scans that belong to one of the three classes with a reasonably high accuracy. Please note that this dataset, and the model that I train in the project, can not be used to diagnose COVID-19 or Viral Pneumonia. I am only using this data for educational purpose.
Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)
Notebooks for learning deep learning
This project detects driver drowsiness and alerts.
A set of deep learning models for FRB/RFI binary classification.
Build and trained a Deep Convolutional GAN (DCGAN) with Keras to generate images of fashionable clothes. Using the Keras Sequential API with Tensorflow 2 as the backend.
A small python script to batch-resize a directory of input images
Real time AI Mask detection optimized to run on CPU
Online multiplayer Ludo made with Node.js.
Tensorflow implementation of pixel-recursive-super-resolution(Google Brain paper: https://arxiv.org/abs/1702.00783)
Progressive Growing of GANs for Improved Quality, Stability, and Variation
Repository for the Simplifying Machine Learning with PyCaret book.
CNN models to solve Automatic Modulation Classification problem.
An AI tool to prevent spreading of coronavirus (COVID-19) by using computer vision on video surveillance. A social distancing analyzer AI tool to regulate social distancing protocol using video surveillance of CCTV cameras and drones. Social Distancing Analyser to prevent COVID19
Config files for my GitHub profile.
Face Detection and Gender and Age Classification using Keras