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1. Automated-Medical-Report-Generation-from-X-ray-Images-using-Deep-Learning Automated-Medical-Report-Generation-from-X-ray-Images-using-Deep-Learning Public

   Automated medical report generation from X-ray images using a deep learning model. It integrates a Vision Transformer (ViT) for image encoding and a GPT-2 model for text decoding to improve reporti…

   Jupyter Notebook 1

2. Emotion-Detection-in-Persian-Text-using-Machine-Learning Emotion-Detection-in-Persian-Text-using-Machine-Learning Public

   A classical machine learning pipeline for emotion detection in Persian text. Covers TF–IDF vectorization, logistic regression, and XGBoost. Includes EDA, error analysis, and class imbalance insight…

   Jupyter Notebook 1

3. Endoscopy-Polyps-Segmentation-Automated-Detection-and-Analysis Endoscopy-Polyps-Segmentation-Automated-Detection-and-Analysis Public

   Deep learning–based ResUNet with ResNet34 encoder for colonoscopy polyp segmentation using Kvasir-SEG, achieving state-of-the-art accuracy. Advanced preprocessing, augmentation, and hybrid loss imp…

   Jupyter Notebook 1

4. Mars-Exploration-Environment-A-Logic-Based-Autonomous-Agent-System Mars-Exploration-Environment-A-Logic-Based-Autonomous-Agent-System Public

   A Python-Pygame simulator creates a Mars grid filled with hazardous holes and collectible blue-crystal goods. A first-order-logic agent uses rule-guided DFS to navigate safely, gather every good, a…

   TeX 1

5. Sentiment-Explorer-Persian-Comment-Classification Sentiment-Explorer-Persian-Comment-Classification Public

   A sentiment classification pipeline for Persian-language product reviews using Word2Vec embeddings and logistic regression. The project includes text preprocessing, embedding, model training, and p…

   Jupyter Notebook 1