Machine learning - time series

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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.

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

Nº du projet : #31006480

À propos du projet

30 propositions Projet à distance Actif il y a 2 ans

30 freelances font une offre moyenne de 1191 £ pour ce travail

loyidandrews

Hi, How are you? I have 10 years experience in deep learning , machine learning ,data mining, AI and NLP. I am very familiar with CNN, FNN, RNN, LSTM, Reinforcement Learning, decisition tree, Random forest and so on. Plus

£750 GBP en 7 jours
(40 Commentaires)
6.7
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

£1500 GBP en 17 jours
(35 Commentaires)
6.2
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

£1125 GBP en 7 jours
(33 Commentaires)
6.2
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

£2500 GBP en 7 jours
(41 Commentaires)
6.2
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.

£750 GBP en 2 jours
(21 Commentaires)
5.0
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

£1500 GBP en 7 jours
(8 Commentaires)
5.2
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

£1111 GBP en 3 jours
(16 Commentaires)
4.7
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

£1000 GBP en 7 jours
(32 Commentaires)
4.7
Sandeep2805

Hello, Dear Client. Thanks for your posting! I am a machine learning expert with over 10 years of experience in tensorflow, darknet, keras, pytorch, opencv and open vino, etc. I have developed lots of LPR projects for Plus

£750 GBP en 10 jours
(18 Commentaires)
5.3
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

£750 GBP en 7 jours
(13 Commentaires)
4.7
rhythmist

Hi, I have working knowledge as a ML engineer. For this task we can initially use CNN and later for better accuracy we can try LSTM recurrent neural networks. The latter might be computationally intensive but should be Plus

£1500 GBP en 14 jours
(5 Commentaires)
2.8
nycer847

Hello Dear, I see that you need Machine learning Expert. Well, I am proficient Data Scientist and Machine Learning Expert. I have expertise in Data Visualization, NLP, Deep learning, Artificial intelligence, machine Plus

£1125 GBP en 7 jours
(2 Commentaires)
4.7
olgaklychkova194

Hello! I’m an expert on machine learning, deep learning and image and audio processing. I have extensive experience in deep learning based classification models such as CNN, RNN and MTCNN. I can help you in this task w Plus

£1125 GBP en 7 jours
(1 Évaluation)
1.6
parthganga123

i can do it perfectly if you hire me and i have a lot of experiance to complete the task in stipulated time frame with 100% accuracy and i have a team of machine learning

£1125 GBP en 7 jours
(0 Commentaires)
0.0
amrmooohamed

Hello There, I have a profound practical knowledge in Machine learning, Deep learning, Computer vision, and NLP. Kindly find below a brief description of my skills and past projects. Waiting to discuss the job role wi Plus

£1125 GBP en 7 jours
(0 Commentaires)
0.0