Hedieh Pourghasem's repositories
NeuroevolutionGame
Evolutationary game with genetic algorithm and neural network
Fruit-360-classification
Classifying fruits on the Fruit-360 dataset by creating a fully connected artificial neural network from scratch.
VFH-Obstacle-Avoidance
A mobile robot controller implemented to avoid obstacles and move towards a specific goal.
Fuzzy-inverted-pendulum
Implementation of Inverted Pendulum with Fuzzy Expert System.
Wall-Follower-Controller
A ROS package PID controller for exploring maze and constructing map
AUT-Datamining-projects
Projects and practical assignments for data mining course at AUT, spring 2022. Projects contain main topics in data mining, such as data preprocessing, clustering, classification and assosiation rules.
HepaticVessel
2D Segmentation for Medical Decathlon Hepatic vessels Dataset
sentiment-analysis
A sentiment analysis model for movie reviews, using NLP bigram and unigram algorithms and Backoff model, which identifies whether a comment is positive or negative.
Tooth-Numbering
An object detection project using Detectron2
genetic-algorithm
Genetic algorithm to evolve an AI agent that is capable to pass some different levels of super mario game.
bsc-thesis
BSc Thesis Implementation, A skeleton-based human action recognition with the help of 2D pose estimation
Recommender-Systems
Implementation and analysis of three recommendation algorithms (Naive Approaches, UV matrix decomposition, and Matrix Factorization) on the MovieLens dataset
RNN-Based-Arithmetic-Operation
Implementation of RNNs and LSTM networks for arithmetic operations on integers, demonstrating encoder-decoder models' effectiveness with text and image inputs.
Sequence-Labeling
Sequence Labeling with Hugging Face Transformers on the W-NUT dataset
Bioinformatics-Projects
Mini projects for bioinformatics course at AUT, spring 2022.
hedzd.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
MegaCRN-Urban-Flow-Prediction
Course project for Urban Computing course @ LIACS
Search-Engine
Persian Search Engine, Final project for Information Retrieval Course