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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.

Compétences : Machine Learning (ML), Python, Intelligence Artificielle, Deep Learning, Digital Signal Processing

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Concernant l'employeur :
( 4 commentaires ) Norwich, United Kingdom

Nº du projet : #31006480

32 freelances font une offre moyenne de 1175 £ pour ce travail

(19 Commentaires)
7.7
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7.5
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6.9
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6.6
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6.1
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6.1
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 Plus

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5.7
nrajuu07

I am Nagaraju and I am currently working as a Visiting Researcher at Mirai Research Innovation Institue, Japan. and having 5 + years of experience in Machine Learning, Deep Learning, Computer Vision and Natural Languag Plus

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suyashdhoot

Hi I am a very experienced statistician, data scientist and software developer. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation s Plus

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6.1
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5.0
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 Plus

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4.7
vorasiddh4it

I have read project requirements. I am managing director of software company and I have team for development so we can complete it perfectly. I am from India GMT +5:30 and I am available from 8:00 AM to 11:00 PM. We Plus

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4.5
nibeditad007

Hi, Hope you are doing well. I have over 6 years of rich experience in data science and machine learning. I have worked hands on in several kinds of ML techniques like regression, classification and clustering. I Plus

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4.5
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 Plus

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Josedome

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 Plus

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iPingDataLabsLLP

Hi, Greetings for the day! We are a team of passionate Machine Learning Engineers based in Mumbai, India, who have developed and deployed complex AI solutions using Machine Learning and Computer Vision. We have a g Plus

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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 Plus

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4.2
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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