Create API for BLE device using ML.NE
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Stanmore
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Description
Experience Level: Expert
Create .NET CORE 3.1 ML.NET API Takes Streaming Data, Predicts Best Changes to Graph.
This project includes using .NET Core 3.1 and ML.NET, making an API that allows for Streaming Data to be a DataSet of Input from BLE Device and Some Device Adjustable Values, then Predicting an output to create the best-graphed curve, and Feeding the Prediction back into the Adjustable hardware values and continually doing this process until the output curve has the highest predicable accuracy.
As part of this project, the data being streamed will require the contractor to work with one of our local in-house team members to run the hardware while the contractors works on the prediction model and feedback, including writing values back to the hardware.
The contractor should be familiar with reading and writing BLE characteristics and ML.NET and Graphing (Line) using C# and related libraries.
This project includes using .NET Core 3.1 and ML.NET, making an API that allows for Streaming Data to be a DataSet of Input from BLE Device and Some Device Adjustable Values, then Predicting an output to create the best-graphed curve, and Feeding the Prediction back into the Adjustable hardware values and continually doing this process until the output curve has the highest predicable accuracy.
As part of this project, the data being streamed will require the contractor to work with one of our local in-house team members to run the hardware while the contractors works on the prediction model and feedback, including writing values back to the hardware.
The contractor should be familiar with reading and writing BLE characteristics and ML.NET and Graphing (Line) using C# and related libraries.
David S.
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19 Apr 2024
United States
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