🏥 Detect COVID-19 and pneumonia from chest X-rays using AI for fast, accurate screening in overwhelmed emergency hospital settings.

📚 Master networking basics and advanced topics through practical assignments and projects in this comprehensive course.

(EEE 407 Image Processing Project) This project presents a remote sensing image registration framework utilizing deep convolutional neural networks. The system performs high-precision spatial alignment of multi-temporal datasets by extracting robust deep features to facilitate accurate change detection and geospatial analysis.

A PyTorch implementation of a Deep Convolutional GAN (DCGAN) trained on the MNIST dataset for generating handwritten digits.

DCGAN (Deep Convolutional Generative Adversarial Network) custom architecture builder and image synthesizer to specify the architecture of the generator and discriminator, visualize the models, train the GAN, synthesize images, and analyze synthetic imagery losslessly visualized.

Human Data Analytics Course Project

Computer Vision models (include classification models and detection models) implemented by PyTorch

This project utilizes the original paper of Neural Style Transfer "A Neural Algorithm of Artistic Style" by Leon Gatys et al. We used the VGG-19 model and made changes in the implementation which have resulted in better results. Streamlit was used to deploy this app.

Convert ONNX model graph to Keras model format.

Deep ConvNet Image Classifier based on Residual Network architecture trained on Caltech 101 Object Dataset

Deep Convolutional Generative Adversarial Networks (DCGANs) to generate synthetic images of Bengali handwritten digits

A model and video dataset for pose estimation on poultry, a crucial data to have for an automated system that could classify the health state of poultry

A Flask Pneumonia Detection web app from chest X-Ray Images using CNN

Human Data Analytics (Optional Project)

Deep convolutional network for saliency prediction, implemented by PyTorch

In this repository, I reproduce the DCGAN paper using PyTorch

Source code for AAAI 2020 paper "Channel Attention Is All You Need for Video Frame Interpolation"

Food Calorie Estimation using Deep Learning and AR

Semantic JPEG image compression using deep convolutional neural network (CNN)