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ECG arrhythmia classification using a 2-D convolution neural network

$100-200 USD

Cerrado
Publicado hace alrededor de 5 años

$100-200 USD

Pagado a la entrega
I need someone to write a python code for classifying ECG arrhythmia using 2D CNN using python or [login to view URL] of my research including classifying ECG arrhythmia.
ID del proyecto: 18558435

Información sobre el proyecto

20 propuestas
Proyecto remoto
Activo hace 5 años

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20 freelancers están ofertando un promedio de $185 USD por este trabajo
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Hi, I have been working in machine learning and data science for more than 6 years. I use Python, R and c++ for my projects. I have worked on almost all algorithms related to this field. You can check my previous reviews to get an idea about my work. I will be happy to discuss my previous relevant experience and your current project. Just ping me and consider your work done! Regards, Sajid
$277 USD en 10 días
4,5 (138 comentarios)
7,6
7,6
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Dear sir. Your project attracted my attention at first glance, because I've extensive experience in CNN & ECG Signal Processing Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.
$200 USD en 10 días
4,8 (103 comentarios)
6,8
6,8
Avatar del usuario
Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. My research was arrhythmia classification from ECG signals. So I have the deep knowledge of ECG signals and their classification. I have more than 3 years of experience in Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. I have knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras in PYTHON. I have experience with tensorflow,Keras,Pytorch and a ot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem. Regards
$222 USD en 10 días
4,9 (84 comentarios)
6,2
6,2
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Hey there. I am working as a professional machine learning engineer with lots of experience in the field of deep learning. You can check out my reviews to get a first impression of the work i am delivering. Other than that we can discuss anything about your project in chat. Regards, Nick
$166 USD en 10 días
5,0 (21 comentarios)
6,1
6,1
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i have a bsc degree in biomedical engineering it will not be a hard job lets discuss the details and start working now
$160 USD en 3 días
5,0 (45 comentarios)
5,2
5,2
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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 several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU and EXCEL tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$500 USD en 10 días
4,6 (32 comentarios)
5,7
5,7
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Expert in Matlab, Simulink, Communication System, Signal Processing, Image Processing Artificial Intelligence. Excellent in Electrical Engg. Algorithms development, Power system, power electronics & drives. Medical domain, ECG, EEG, Arrhythmia, Tachycardia, Bradycardia, MPPT, PSO, ACO, ABC, MPC, BFO, Game Theory etc Already finished similar work. I can do this work. Pls send a msg to discuss further.
$166 USD en 10 días
4,9 (19 comentarios)
4,4
4,4
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Hi, I am an engineer specializing in machine learning and deep learning applications and research. I have done many projects in the field of computer vision and pattern recognition, hence I have a very good knowledge in CNN and deep learning using python. Moreover I have done other classification, and prediction applications of time-series and other numerical data/patterns using Neural networks(ANN, RNN and LSTMs). Moreover my experience and knowledge in research allows me to come up with efficient and accurate approaches. I would like to discuss more information via chat. Thanks and regards.
$100 USD en 10 días
4,9 (7 comentarios)
4,0
4,0
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Hi, Currently, I am PhD student at McMaster University and working on CNNs and I have very solid experience in working with CNNs in Keras and Tensorflow in image processing, I am not that familiar with ECG arrhythmia, but I think I could handle it because I have some naive knowledge about ECG. So I would be happy if I could help you. Thank you, Mehdi
$111 USD en 10 días
5,0 (7 comentarios)
3,7
3,7
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My preferred method of freelancing is an interactive approach to project solving. I have an MSEE specializing in Digital Signal/Image/RF Processing. I do my work in MATLAB (expert). I am also an expert console C programmer. I am also a novice Python programmer.
$170 USD en 10 días
5,0 (10 comentarios)
3,7
3,7
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Hi, I can build CNN based neural network model for predicting EEG arrhythmia. As from my experience I may say that model will be as good as we have enough training data. For more than two years I am working on Deep Learning, Tensorflow, Keras and PyTorch. During that time I did build and train dozen of models in Tensorflow, Keras, PyTorch and CoreML on various datasets ranging from visual to text sequences. Also, I did build iOS app that uses pre-trained model and feeds it with iPhone camera in real-time. Best, Vedran
$150 USD en 7 días
5,0 (5 comentarios)
3,0
3,0
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Greetings, I am saurabh. I have good experience of python and machine learning. I have made a similar project of ecg classification to detect diseases. Please ping me for further discussion Thank you Best Regards Saurabh
$100 USD en 7 días
5,0 (4 comentarios)
2,4
2,4
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Hi there.. I've just read your project and I have a comment about that... How could you implement a 2D network on a 1D signal.. I'm a biomedical engineer and I've been working on Matlab for many years and I don't think that it will work this way... For 1D signal and time series we usually use the recurrent neural networks but CNN just doesn't fit here.. I hope I see you soon on the chat.. I'll be looking forward to hearing from you.. Best regards
$185 USD en 14 días
5,0 (1 comentario)
1,0
1,0
Avatar del usuario
Can be done, which Dataset are you using? I will try some other models as well. Is it numerical data or are they images from an ECG record? Let me know the details in the chat!
$222 USD en 7 días
0,0 (0 comentarios)
0,0
0,0
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Greetings! When it comes to technical writing nobody wants to spend money on poor quality content. I will compose clever and engaging product descriptions that will definitely help your business to flourish. My concept of technical writing is very much interesting and I know the tricks to maintain it from the top to bottom. Some of the attributes of my tech writings are: • I possess the ability to create, assimilate and convey technical material in a brief and effective manner. • I compose my writings, after deep analysis of the product so that they can interact with the consumer. • Research oriented and up-to-date. • Audience analysis, simplification of a complex concept to enhance reader’s comprehension. • High quality, 100% unique, engaging, manually written, no spin articles and devoid of grammatical errors. Dedicated and cater to needs of writing. Believe in cooperation from both sides regarding the completion of the task. Best regards,
$150 USD en 2 días
0,0 (0 comentarios)
0,0
0,0
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I have developed object detection software for image detection in videos. For this purpose, I had used Tensorflow. Here I worked with R-CNN, Fast R-CNN and used layers like max-pool, convolution, fully-connected etc. to develop the model for the convoluted neural networks for the object detection. I am currently also involved in training learning models for sensor data using Python libraries like sci-kit learn, numpy, etc. I am familiar with models like KNN, K means clustering, SVM, CNN etc. I have around one and a half year experience in this domain. Therefore I think I can be very effective in handling your project.
$166 USD en 10 días
0,0 (0 comentarios)
0,0
0,0
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Hello, I have a lot of experience in time series forecasting. For the aplication you want a 2D CNN could not be the best answer. I can adress the problem first with the 2D convolution that you need, and also try other technics that I think will work better. I think, with my work load it will take me 5 day approximately. I recomend discussing details in the chat section before the start of work.
$222 USD en 5 días
0,0 (0 comentarios)
0,0
0,0

Sobre este cliente

Bandera de UNITED STATES
Dallas, United States
0,0
0
Miembro desde ene 20, 2019

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