Pinned Repositories
Swimming-Pool-Semantic-Segmentation
For this project, we developed a covolutional artificial neural network trained on satellite images to detect the swimming pools. In addition to the dataset provided by the professor, we also trained our network on a dataset from kaggle that contains different classes of elements included in satellite images. This approach helped us to overcome 2 main challenges that we faced when we first tried to solve this problem, the non- rectangular swimming pools and different image sizes. This is a classic semantic segmentation problem on image data.
C3D-Revit-Pavement-Floor-Creation
The purpose of this workflow is to automate the process of creating pavement floors in Revit based on data inserted from AutoCAD Civil 3D. This workflow will save time, generate accurate data and reduce human errors. The engineer should have at least basic knowledge in the two software in order to perform the workflow.
Churn-Prediction
The main goal of this exercise is to construct a predictive model to predict churn. The data set consists of customer information of a Belgian bank-insurer for retail customers above 18 years old.
pyRevit
Rapid Application Development (RAD) Environment for Autodesk Revit®
Revit-2D-Reinforcement
covid_19_MDA
insights on covid 19
AliSafieddine's Repositories
AliSafieddine/Swimming-Pool-Semantic-Segmentation
For this project, we developed a covolutional artificial neural network trained on satellite images to detect the swimming pools. In addition to the dataset provided by the professor, we also trained our network on a dataset from kaggle that contains different classes of elements included in satellite images. This approach helped us to overcome 2 main challenges that we faced when we first tried to solve this problem, the non- rectangular swimming pools and different image sizes. This is a classic semantic segmentation problem on image data.
AliSafieddine/Churn-Prediction
The main goal of this exercise is to construct a predictive model to predict churn. The data set consists of customer information of a Belgian bank-insurer for retail customers above 18 years old.
AliSafieddine/C3D-Revit-Pavement-Floor-Creation
The purpose of this workflow is to automate the process of creating pavement floors in Revit based on data inserted from AutoCAD Civil 3D. This workflow will save time, generate accurate data and reduce human errors. The engineer should have at least basic knowledge in the two software in order to perform the workflow.
AliSafieddine/pyRevit
Rapid Application Development (RAD) Environment for Autodesk Revit®
AliSafieddine/Revit-2D-Reinforcement