Projects

MediSinGAN
An unconditional generative model to augment medical image datasets using a single natural image.
Rajkumar Vaghashiya, Anagha Zachariah, Ekaterina Nepovinnykh, Phuc Nguyen, Md.Sadek Hossain Asif, Amrit Kumar Jethi, Jonas Adler (Senior Research Scientist, DeepMind)
Smart, Portable, and Cost-effective ELISA Reader
A microplate well segmentation pipeline for real-time colorimetric analysis of microplate wells.
Rajkumar Vaghashiya, Dr. Abhijit Roy (Assistant Professor, IISc), Dr. Mohendra Roy (Assistant Professor, PDPU)
DIH-Cell-Augmentor
Cell-line image augmentation for biological cells captured via Digital Inline Holographic Microscopy.
Rajkumar Vaghashiya, Dr. Mohendra Roy (Assistant Professor, PDPU)
Computer Pointer Controller
A smart application to control the cursor based on the eye-gaze direction of a subject in a video-feed using OpenVINO toolkit. Leverages image processing and pre-trained OpenVINO-models to deliver real-time results.
Rajkumar Vaghashiya
People Counter App
OpenVINO-based Person detection and monitoring app to detect people in a designated area and deliver statistics based on the same.
Rajkumar Vaghashiya
Secure and Smart University
IoT project to simulate a smart university for resource usage optimization with prototype deployed modules installed in Computer Lab.
Rajkumar Vaghashiya, Dr. Nishant Doshi (Assistant Professor, PDPU)
Intelligent Digital Inline Holographic Micrograph (DIHM) Cell-Enhancement and Characterization
Cell-line segmentation from DIH micrograph. Signal enhancement using CNN-based Autoencoder. Cell-line characterization using CNNs. Easy accommodation of newer cell-lines using transfer learning.
Rajkumar Vaghashiya, Dr. Mohendra Roy (Assistant Professor, PDPU)