Deep Learning

Distributed Gossip training for Fashion MNIST classification

Training multiple Deep Neural Networks which they can communicate.

Distributed Gossip training for Fashion MNIST classification

Crowed Counting with Deep Learning

Counting number of people in crowded images using Deep Learning.

Crowed Counting with Deep Learning

Detecting Parkinson disease using signals of speech data with ensemble learning

Use ML Algorithms for a parkinson detction task.

Detecting Parkinson disease using signals of speech data with ensemble learning

Federated Learning on Semantic Segmentation task (FedAVG, FedADMM)

Image segmentation by using Federated Learning for autonomous driving application.

Federated Learning on Semantic Segmentation task (FedAVG, FedADMM)

Generative Cooperative Network

A combination of an image generator and a classifier succeeds to generate images.

Generative Cooperative Network

Image Captioning

Combining Image embeddings from Resnet and text embeddings from LSTM to generate captions for images.

Image Captioning

Machine translation with transformers (English to Persian)

Taking advantage of transformers to build an English to Persian Translator.

Machine translation with transformers (English to Persian)

Relation Extraction Via Reccurent Neural Neworks

Extracting Relations from Sentences using LSTMs.

Relation Extraction Via Reccurent Neural Neworks

Semantic segmentation with Segnet

using Deep Neural Networks for segmenting images of Camvid dataset.

Semantic segmentation with Segnet