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Activity recognition and visualization based on AI and smart phone

The objective of this project is to provide healthcare facilities with a tool to monitor physical activities of patients.

The first part of the project concerns activity recognition based on artificial intelligence techniques and the second part is related to visualization of the activity level variations during a time duration.

We consider two types of physical activities: (running and walking). The activity recognition is based on the built-in sensors of a smart phone including accelerometer and GPS sensors to acquire contextual data. After data acquisition phase, the data analysis phase follows to detect activity based on artificial intelligence techniques including machine learning and neural networks. The third phase will be training and testing data and extracting analytical results. After detecting the type of the activity, it is required to measure its amount and the average speed (running , walking).

The second part of the project is the data visualization. It is required to visually display the analytical results related to several statistics about patient activities.

Compétences : Algorithme, Programmation C++, Java, Apprentissage Automatique, Python

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Concernant l'employeur :
( 0 commentaires ) Canada

Nº du projet : #17502875

Décerné à:

d3bd33p

I've already got a working model that can predict human activity by extracting local features within each sensor(IMU, GPS) modality along with their sequential temporal dependencies with over 97% accuracy. Your work is Plus

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2.3

12 freelance font une offre moyenne de $200 pour ce travail

dinhfreedom

--Very Nice Job. Professional C++ Programming, Java, Machine Learning, Python expert. Best result in time----- [login to view URL] I read your description very carefully. I am very interesting for your project because I ha Plus

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6.1
itwonder1

Hello, Dear Employer! I can do this work. Individual and hard working person done your work accurately. Waiting your response. Always I do my best & fast with on time delivery for my all clients. Please tell me w Plus

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vorasiddh4it

We have 11+ years of experience in software development. We have developed 400+ projects and the research paper in the field of Machine Learning, Artificial Intelligence and Image processing (GIS), Network, SEO based W Plus

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suyashdhoot

Hi I am a very experienced biostatistician, medical data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from s Plus

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BestPartner4You

Hello,sir. I'm a professional programmer with 7 years of full stack experience. I've already done this kind of project before. If you award me, I'll implement all of your requirements in on time. Activity recognition Plus

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4.7
nodinh325

Hi, I am an expert in activity recognition. I recognized running and walking previously. I can do your project perfectly. Thanks.

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4.8
vaibhav290797

Hello, I have worked on activity recognition using a combination of CNN and RNN. My background: I have 2.5+ years of experience in machine learning and deep learning. I have worked on GANs, CNNs, RNNs, LSTMs, and o Plus

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4.5
ahmadmtii

Hi, Hope you doing well.I read your activity recognition and visualization based project description and very confident to handle this project perfectly Let's have a discussion, negotiate costing, timeline and then Plus

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halytics

We are experienced in Data analysis, Machine learning, AI , Business intelligence with dedicated professionals in the respective area. Will be getting your data in secured channel and keep the data safe with security p Plus

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mbufung123

Hi , I am a data scientist with 3+ years working experienced. I have worked on many projects including object detection, facial recognition. Image classification and identification of disease in the leaves of the toma Plus

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