Machine learning - time series

I have EMG signal data of hand gestures that has been labelled. I need a model to predict/forecast what hand gesture will be made as it is happening.

See the attached image to see what the data looks like. The data is set out as follows:

The first column is time in ms, then there are 8 channels for 8 sensors placed in various locations. The final column is the class of the row:

0 - unmarked data,

1 - hand at rest,

2 - hand clenched in a fist,

3 - wrist flexion,

4 - wrist extension,

5 - radial deviations,

6 - ulnar deviations,

7 - extended palm (the gesture was not performed by all subjects).

In your bid, please explain how you would approach this problem or it will be ignored.

Evner: Machine Learning (ML), Python, Kunstig intelligens, Deep Learning, Digital Signal Processing

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Om arbejdsgiveren:
( 4 bedømmelser ) Norwich, United Kingdom

Projekt ID: #31006480

32 freelancere byder i gennemsnit £1175 timen for dette job

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Hello there, I am an expert python developer and ML Engineer. I'd like to work on your project and help you accomplish it. Regarding the approach, we can treat this problem as a HAR problem (human activity recognition Flere

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hi, this is time series future event prediction and I did similar project. I used LSTM networks and model trained on the sliding window of train data to predict the next event. I will use the same approach for your sen Flere

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EXPERT IN ML, TIME SERIES, DL, PYTHON,, AI, OVER 18 YEARS OF EXPERIENCE, DEAR EMPLOYER, After KEENLY reading your description and being in possession of all CLEARLY STATED REQUIRED SKILLS as this is my area of PROFESSI Flere

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