Deep_Learning

This repository contains the implementation of a wide variety of Deep Learning Projects in different applications of computer vision, NLP, federated, and distributed learning. These projects include university projects and projects implemented due to interest in Deep Learning.

list of content

from scratch implementations:

• mlp from scratch

Computer Vision:

• Image Segmentation
• Image Captioning
• Crowd Counting

NLP:

• Machine Translation with Transformers
• Relation Extraction

Generative Networks:

• Generative cooperative Net with Farhood Etaati

Federated Learning:

• Federated Learning for image segmentation with fedAdmm

Distributed Deep Learning

• Gossip traning for multi label classification