Recent project I worked on: End to End Edge ML platform [D]

Overview

Hi all, I recently made an end to end ML platform that eases the pain of going from raw sensor data to a deployed model on an MCU. I wanted to get some feedback from those of you who are interested in the tinyML space on anything I can improve, I intend on keeping it free and open sourced so others can contribute to the development if they would like.

Auto-labeling Tool

One main thing that I tried to add was an auto-labeling tool, as for time series sensor data it is very difficult to manually label data, so my goal was to create an auto-labeler that could streamline that process. It works fairly well as of right now, but I definitely could make some improvements.

Chatbot for Signal Analysis

I also added in a chatbot that can analyze your signal data directly and give you insights.

Feedback

Let me know what you think and if there is any improvements that can be made, hopefully this can help some of the people that are working on edge projects! https://sensorforge.dev/app