Afshin Karimi (@fshnkarimi)
github

fshnkarimi

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  • Stars
    star
    103
  • Global Rank 203,560 (Top 8 %)
  • Followers 16
  • Following 1
  • Registered about 8 years ago
  • Most used languages
    Jupyter Notebook
         70.6 %
    Python
         29.4 %
  • Location 🇩🇪 Germany
  • Country Total Rank 14,714
  • Country Ranking
    Jupyter Notebook
         286
    Python
         4,245

Top repositories

1

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.
Jupyter Notebook
25
star
2

LungTumor-Segmentation

Automatically segment lung cancer in CTs
Jupyter Notebook
15
star
3

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.
Python
10
star
4

3D-Liver-Segmentation

Automatically segment the liver and liver tumors in CT scans with 3D-UNET
Jupyter Notebook
10
star
5

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.
Python
8
star
6

FaceEmotionRecognition

Build a Face Emotion Recognition (FER) Algorithm
Jupyter Notebook
5
star
7

Atrium-Segmentation

Automatically segment the left Atrium in cardiac images
Jupyter Notebook
5
star
8

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.
Jupyter Notebook
4
star
9

Pneumonia-Classification

Identify size of pneumonia in X-Ray images
Jupyter Notebook
4
star
10

Cardiac-Detection

Predict a bounding box around the heart in X-ray images.
Jupyter Notebook
4
star
11

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.
Python
3
star
12

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.
Python
3
star
13

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.
Jupyter Notebook
2
star
14

DL_Wavelet_PriceForecasting

Deep Learning and Wavelets for High-Frequency Price Forecasting
Jupyter Notebook
2
star
15

SkinLesionSegmentation

SkinLesionSegmentation is a Python project that focuses on segmenting and visualizing skin lesions in images using computer vision techniques. Skin lesions can carry crucial diagnostic information in the field of dermatology, and this project aims to provide a tool for extracting and analyzing these lesions.
Python
1
star
16

Skin-Lesion-Classification-App

This repository contains the code for a machine learning application that classifies skin lesions as either Benign or Melanoma using a fine-tuned DenseNet121 model. The model has been trained on the HAM10000 dataset and deployed as a web application using Streamlit.
Jupyter Notebook
1
star
17

DeepLabV3-with-Squeeze-and-Excitation-Blocks-for-LIVECell-Dataset

This repository contains the implementation and deployment of a modified DeepLabV3 segmentation model with Squeeze-and-Excitation (SE) blocks trained on the LIVECell dataset.
Jupyter Notebook
1
star