Projects
- B.Sc. Final Project (Spring 2019)
- Advisor: Dr. Sauleh Etemadi
- Image Captioning using Attention Mechanism trained on MSCOCO dataset. (TensorFlow)
- Foundation of Computer Vision (Fall 2018)
- Course final project: Room Segmentation (OpenCV)
- Noise Reduction, Line Detection, Morphology, Image Classification, Template Matching Face Detection with Kalman Filter, Corner Detection, CamScanner (OpenCV)
- Machine Learning Lab (Summer 2018)
- Using transfer learning in Deep Reinforcement Learning to speed up the training phase of an agent learning how to play ATARI 2600 games.
- Computational Intelligence (Spring 2018)
- Image classification with an MLP Neural Network using MNIST dataset (Keras)
- Function approximation with an RBF Neural Network (Python)
- Designing a Fuzzy controller for Inverted Pendulum problem (FCL)
- Solving 8-Queen problem using Genetic Algorithm (Python)
- Natural Language Processing (Spring 2018)
- Anagram: Finding all Anagrams for a Persian word (Python)
- Machine Translation: Translating from Persian to Quran-style Arabic (OpenNMT)
- Sentiment Analysis for a Twitter accounts tweets with unsupervised learning (Python)
- WordCloud: Classifying textual data using Naive Bayes (Vopal Wabbit, Mallet)
- Artificial Intelligence (Fall 2017)
- Sentiment Analysis for IMDB reviews using Naive Bayes & Decision Tree classifiers (NLTK)
- Computer Architecture (Spring 2017)
- Designing a CPU that could find a specific number in an array of numbers (Xilinx ISE)
- Advanced Computer Programming (Spring 2016)
- Web Scrapper, Social Network, Search Engine, File Manager (Python)