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Direction-de-projets-de-gestion-de-donnees

Brainsight: Alzheimer prediction through CNN - Deep learning model

Website: https://www.brainsight.tech

API: https://api.brainsight.tech/docs

Link of the demonstration : https://share.vidyard.com/watch/MmPadX9Cx8CdLvHkT1LCny?

Deployed apps

FastAPI (RestAPI using Postgresdb): https://api.brainsight.tech/docsapi.brainsight.tech/docs
Traefik (Reverse proxy)
MinioS3
MLFlow (using MySQLdb)
Streamlit (used to upload MRI scan to be predicted: https://streamlit.brainsight.tech
Nginx (website hosting)

Tech Stack

python
pandas
scikit-learn
tensorflow (custom CNN model)

Authors

Laurent

Feriel

Alexon

Yuliya

Haikel