Federated Learning Server Page with Flask
Budget: €30 – €250 EUR
I'm in the final stages of my Master's in Data Science and need a skilled developer to create a server page for my Federated Learning project.
- Server Page Requirements:
-- A simple server connection with Flask to track client connections.
-- The ability for connected clients to train a model upon connection, utilizing a basic Neural Network.
-- The server page should display the number of connected clients and essential model metrics such as epochs, accuracy, and loss.
- Model Training:
-- The use of any simple model or dataset (CIFAR/MNIST) is acceptable. The primary goal is to showcase the Federated Learning concept, so the model's complexity is not crucial. Ideal to develop in Ubuntu OS.
I'm seeking a professional with experience in:
- Python
- Flask
- Basic Neural Network understanding
- Data Science concepts, particularly Federated Learning.
Your understanding of Federated Learning and ability to translate it to a functional server page will be key in the success of this project. Looking forward to working with you.
- Server Page Requirements:
-- A simple server connection with Flask to track client connections.
-- The ability for connected clients to train a model upon connection, utilizing a basic Neural Network.
-- The server page should display the number of connected clients and essential model metrics such as epochs, accuracy, and loss.
- Model Training:
-- The use of any simple model or dataset (CIFAR/MNIST) is acceptable. The primary goal is to showcase the Federated Learning concept, so the model's complexity is not crucial. Ideal to develop in Ubuntu OS.
I'm seeking a professional with experience in:
- Python
- Flask
- Basic Neural Network understanding
- Data Science concepts, particularly Federated Learning.
Your understanding of Federated Learning and ability to translate it to a functional server page will be key in the success of this project. Looking forward to working with you.