Video-based non-contact monitoring of respiratory functionalities using OpenCV python framework.
Projects
Music Genre Detection Using Deep Learning
Role - ML Researcher
for Academic
Jan 15, 2018 - Apr 18, 2018
The project is basically a convolutional neural network trained to classify the genre label of an audio signal using its spectrogram.
Prototype Design of a universal on-demand pacemaker
Role - Project Team Leader
for Academic
Apr 5, 2022 - Jun 6, 2022
We designed an improved version of the on-demand pacemaker. After simulation with Proteus, we implemented this on a breadboard that can follow the mechanism of the universal pacemaker. A pulse generator is used to build a pacemaker to drive a damaged version of the heart model you have built with RC circuits and transistor circuits used to simulate the biological channel structures. RC circuits were used to set the time of activation of all the channels and to simulate the speed of response of the cell membrane.
Detecting Brain Tumor and Classification from MRI images
Role - ML Researcher
for Academic
Apr 11, 2018 - Nov 13, 2018
It was done using U-Net, Computer Vision Canny Edge Detection Technique was used for Image Processing, and A popular Fully 8-layer Convolutional Neural Network has trained with the BRATS 15 dataset. We used Python to implement the neural network.
Research Papers
Imran Hossain Rimon has not added any research paper yet.