Human Data Analytics Course Project

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)

Multi-Task Learning framework for Image Generative Adversarial Network

Export pytorch model to ONNX and convert ONNX from float32 to float 16

Single Lead ECG signal Acquisition and Arrhythmia Classification using Deep Learning

Simple Artificial Neural Network tool written in python3 - Tensorflow

Deep Convolutional GAN implementation using pytorch on MNIST dataset.

Camera Pose Estimation using DELF