Kapalı

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.

Beceriler: Machine Learning (ML), Python, Yapay Zeka, Deep Learning, Digital Signal Processing

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( 4 değerlendirme ) Norwich, United Kingdom

Proje NO: #31006480

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AITSoft

Hello there, How are you doing? Just saw your project posted. I read the brief details and being experience with Machine Learning (ML), Digital Signal Processing, Artificial Intelligence, Python and Deep Learning. I fe Daha Fazla

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nrajuu07

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alinsync

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 Daha Fazla

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vorasiddh4it

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nibeditad007

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snbhanja

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 Daha Fazla

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Josedome

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iPingDataLabsLLP

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sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of machine learning algorithm including; SVM, K-means and other regression and clusterin Daha Fazla

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maddifreelancer

hello , I am Mashud,expert in python and deep learning. I can complete this task perfectly in time. Please contact me to discuss further. Thanks.

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