Pinned Loading

1. Flower-Recognition-and-Detection-with-PyTorch Flower-Recognition-and-Detection-with-PyTorch Public

   This is the seventh project for the AI engineering master. The main goal is to develop a highly robust model, capable of automatically classifying flowers with the best possible F1-score (macro) on…

   Jupyter Notebook

2. NLP-for-ChatGPT-Reviews NLP-for-ChatGPT-Reviews Public

   The main idea for this project is explore a Kaggle dataset about ChatGPT reviews using a NLP approach in order to apply ML models for score reviews predictions. I applied LIME algorithm to evaluate…

   Jupyter Notebook

3. Pneumonia_Detection Pneumonia_Detection Public

   This project aims to study a public dataset on pneumonia detection based on a binary classification problem. I will perform a preprocessing phase, create a deep learning model from scratch, evaluat…

   Jupyter Notebook

4. Animal-Recognition-App-for-Self-Driving-Cars Animal-Recognition-App-for-Self-Driving-Cars Public

   This is the fifth project of AI Engineering Master. It aims to develop an automatic image recognition system to distinguish between vehicles and animals. I need to implement convolutional neural ne…

   Jupyter Notebook

5. Churn-Prediction-with-SHAP Churn-Prediction-with-SHAP Public

   This projects aims to classify potential churn customers using a Telco Customer Dataset from IBM. The main applications are about the explainability integration with SHAP algorithm and the creation…

   Jupyter Notebook

6. Advanced-Voice-Translator-with-Multilingual-Support Advanced-Voice-Translator-with-Multilingual-Support Public

   A sophisticated desktop application that transforms spoken language into text and provides instant translations in multiple languages using neural networks, complete with real-time audio visualizat…

   Python