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In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.
Modified version of U-net based on "Convolutional Networks for Biomedical Image Segmentation (Ronneberger et al., 2015)" paper.
"Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.
My Resume Website
PyTorch implementation of "Pyramid Scene Parsing Network".
[WIP] In this repository I implemented all assignments in python. (No octave to python library)
A simple Convolutional Neural Network to find edges of images using Canny edge detector result as ground truth
Some functions to preprocess Places365-Standard data set for deep learning tasks. (feed as data to CoarseNet, ObjectNet, EdgeNet, and DetailsNet)
Projects of the course Artificial Neural Networks by Dr. Mozayani - Fall 2019
Some implementation of halftoning algorithms.
In this repository, We implemented a Statistical NLP model to predict news agency, news tags, etc as final project of NLP course in university of Guilan
Contains all assignments in summer school
A simple CNN network with residual connections as a Generator to improve details of images in cooperation with two Discriminators.
This is an implementation of R compiler using JFlex
Implementation of some of my algorithm design course projects
This is an implementation of K-MCI algorithm in python.
A implementation of MDVRP
Assignment of Microelectronic Circuits using HSPICE to simulate some of CMOS gates logics.
The assignments of Digital Image Processing course taught by Dr. Mohammadi at Iran Science and Technology University
A very tiny implementation of self-supervised learning in image classification using feature decoupling by creating rotations as supervision signal.
The pattern recognition assignments and solutions for fall 2019 by Dr. Analouei at Iran University of Science and Technology
"Deep Context-Aware Descreening and Rescreening of Halftone Images" paper implementation.
Assignments, Slides and presentations in Stochastic Processes taught by Dr. Jahed Motlagh at IUST
Hosts my posts and blogs
Render Blender 2.9+ scenes with Google Colaboratory
This repository contains the assignments of Computer Vision course taught by Dr. Soriyani at IUST
Source code and updates to my CV in Latex to PDF
This repository contains the assignments of Data Mining course taught by Dr. Minaei at IUST