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3d-liver-segmentation

Automatically segment the liver and liver tumors in CT scans with 3D-UNET

ai-comedy-club

atrium-segmentation

Automatically segment the left Atrium in cardiac images

cardiac-detection

Predict a bounding box around the heart in X-ray images.

chat-bot-using-streamlit-and-openai

This repository hosts a user-friendly chatbot application, powered by the GPT-3.5 model and built with the Streamlit framework. Engage in dynamic conversations, ask questions, and enjoy interactive responses with ease. Customize and extend its capabilities to suit your specific requirements.

dl_wavelet_priceforecasting

Deep Learning and Wavelets for High-Frequency Price Forecasting

dqn

Implement a Deep Q-Network (DQN) model with Experience Replay and Target Network technics with Pytorch

faceemotionrecognition

Build a Face Emotion Recognition (FER) Algorithm

financial-risk-assessment-using-lightgbm

This project is a demonstration of a Financial Risk Assessment application that predicts risk tolerance based on user-provided financial data. It combines machine learning models (Logistic Regression and LightGBM), FastAPI for the backend, and Streamlit for the frontend to create an interactive web application.

fine-tuning-an-llm-using-lora

📚 Text Classification with LoRA (Low-Rank Adaptation) of Language Models - Efficiently fine-tune large language models for text classification tasks using the Stanford Sentiment Treebank (SST-2) dataset and the LoRA technique.

gan-digits

Implement GAN and DCGAN (Deep Learning Course Project)

getting-and-cleaning-data-course-project

heart-disease-prediction-using-svm

In this project, Support Vector Machines (SVM) algorithm implemented that determines which patient is in danger and which is not.

image2audiostoryconverter

Convert images into captivating audio stories using image-to-text, language models, and text-to-speech technologies. Upload images, generate stories, and listen to the narrated audio clips. A fun project combining AI and creativity.

keypoint-description-and-matching

Advance computer vision course project (Fall 2020)

labeling

localgpt

Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.

lstm-gru

Time series prediction with LSTM and GRU models. (Deep Learning course project)

lungtumor-segmentation

Automatically segment lung cancer in CTs

machine-learning-app-deployment-on-amazon-eks-with-mlops-practices

This repository demonstrates the deployment of a machine learning app on Amazon EKS using Docker and Kubernetes, with the incorporation of MLOps practices such as version control, CI/CD, and infrastructure as code.

matching-algorithms

Advance computer vision course project (Fall 2020)

mlp_mnist

Implement MultiLayer Perceptron (MLP) on MNIST dataset

pneumonia-classification

Identify size of pneumonia in X-Ray images

predict_house_prices_kr

Predict house prices with kernel regression

react-framework-implementation

This repository implements the "ReAct" framework, combining OpenAI's GPT-3.5 Turbo model and LangChain for dynamic reasoning and interaction with external data sources.

resnet_pytorch

Implement ResNet architecture and test on CIFAR10 dataset

sentiment-analysis

Machine Learning Course Final Project (Sharif University of Technology)

similar-paper-reccomendation

This repository contains an application designed to recommend scientific papers that are most similar to a given input paragraph. The application uses the llama and weaviate libraries to achieve this.

train_scheduling_assistant

This project utilizes a fine-tuned Large Language Model (LLM) to generate train scheduling information from unstructured textual data, providing an interactive UI via Streamlit.

u-net

Implement U-Net on CT dataset