TMCnet

Bridging Silence: A Real-Time Sign Language to English Text Translation System Using Python, OpenCV, and Convolutional Neural Networks

Bridging communication gaps between hearing and hearing-impaired individuals is an important challenge in assistive technology and inclusive education. In an attempt to close that gap, I developed a ...
IEEE

A Multi-Task Attention-Driven SegNet for Lung Infection Segmentation and Classification from HRCT Images

Abstract: High-resolution computed tomography (HRCT) plays a critical role in diagnosing lung diseases by providing detailed visualization of infections, inflammation, fibrosis and tumors. Recent ...
IEEE

A Multi-Level Probabilistic Deep Learning Network Augmented With Normalizing Flow for Ambiguous Medical Image Segmentation

Abstract: Medical image segmentation often involves inherent uncertainty due to inter observer variability. In this case, a single deterministic mask obtained by conventional segmentation networks, ...
GitHub

Image Classification, Object Detection and Segmentation

Image classification represents the most straightforward among the three tasks and entails the categorization of an entire image into one of several predetermined classes. The outcome of an image ...
GitHub

Brain Tumor Classification using CNN

Brain Tumor Classification using CNN This project presents a Convolutional Neural Network (CNN)-based approach for brain tumor classification from MRI scans, implemented using Tensorflow/Keras. The ...