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Train classifier using GANs and EEG data

$50-125 USD

Closed
Posted almost 3 years ago

$50-125 USD

Paid on delivery
Hello dear freelancers, 1) Train machine learning classifier on the following kaggle dataset: [login to view URL] 2) Train 3 types of GANS to generate the EEG data and train a machine learning classifier 3) Analyse the improvements in accuracy of each classifier on the same dataset using the GAN-pretrained classifier Deliverables: - Train classifier and record performance accuracy (Can follow notebooks on Kaggle). - Train DCGAN, WGAN and SGAN to generate EEG data and record kl-divergence - Train classifier on augmented dataset (real+training), and dataset of just generated data, and record accuracy of classifier Bugdet is flexible, looking forward to work with someone in long-term
Project ID: 30757734

About the project

12 proposals
Remote project
Active 3 yrs ago

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12 freelancers are bidding on average $146 USD for this job
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Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
$250 USD in 2 days
4.8 (90 reviews)
7.1
7.1
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Hi, I am Ibrahim, and I am a data scientist, I can help you with the classifier, GAN on EEG, please tell me how many classes are there for this recognition. Regards, Ibrahim Anjum
$50 USD in 3 days
4.9 (98 reviews)
6.4
6.4
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Hello, I am a data scientist with strong background in machine learning and statistics and more than 3 years in building complex ML systems. In my past work, I have managed teams of people to work on every steps of the project, from data collection, data exploration, feature extraction, building model, evaluating using different metrics to build API to serve more than 5 millions requests/day. My tools include Python, Tensorflow/keras, Numpy, Pandas, OpenCV, AWS (for deploying and monitoring model) as well as many visualization tools like matplotlib, seaborn, etcs. I am confident that I can help you on this. Please send me more detail about the project so that I can further assist you on this. I am looking forward to hearing back from you. Dat
$150 USD in 7 days
5.0 (23 reviews)
5.6
5.6
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Hi there. I read your proposal and am interested in it. I have a lot of experience with classifiers programming with python. Also, I have an article in where I needed to classify EEG signals to differentiate the movement intention of upper-body arms. I am sure that can help you with your project. I invite you to send me a message to chat about the details of your project. Fernando
$125 USD in 8 days
5.0 (22 reviews)
5.1
5.1
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Hello sir. Your project attracted my attention at first glance, because I've extensive experience in Python, Machine Learning Programming, NLP, AI. 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.
$350 USD in 16 days
5.0 (34 reviews)
4.5
4.5
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I am a machine learning engineer having 5+ year of experience. My skills-- Machine learning,deep learning,image processing,Open CV, kaggle project, python, R, data analysis, software development. Deploy ml models to production on Amazon AWS or Google cloud Deep learning framework are Tensorflow, Keras, Pytorch, FastAI Machine learning embedded webapp or mobile app. Tableau expert I will give you the best results possible and earn a 5 star rating from you as well.
$150 USD in 10 days
4.9 (23 reviews)
4.5
4.5
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hello, Sir I read your project description carefully. I have rich experiences in Python, numpy, scipy, pandas, sklearn, keras, tensorflow, algorithm, C#, Image Processing, Machine learning, deep learning, etc. So I can finish your project in time. Please contact me for further discussion. Best Regards
$100 USD in 7 days
5.0 (9 reviews)
2.9
2.9
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Hello, I’m a professional machine learning, deep learning expert, after viewing your job details, it jumps out at me. I have extensive experience in deep learning, machine learning, and reinforcement learning. Please review my profile, where you will find my education qualification and projects completed. I have successfully completed many deep learning-based projects related to object detection, image classification, segmentation. Also, I am a full stack python developer with expertise in Django and Flask Framework and also know about Mysql, Aws, etc. If you choose me, you can be assured of top-notch expertise in machine learning and deep learning, as well as someone who will complete your jobs correctly the first time. I can assure you that if you work with me once, you will work with me for these kinds of projects; I will do whatever it takes to complete 100% delivery on this project and earn a 5-star rating from you. Regards, Vanshdeep Pradhan
$50 USD in 1 day
5.0 (5 reviews)
1.8
1.8
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Hello, I am Jonny, an expert in machine learning, deep learning. I am proficient in every kind of GANs network, already have the code. I look forward to work with you. Best regards,
$99 USD in 5 days
0.0 (0 reviews)
0.0
0.0
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Hi there, I am a Certified Machine learning expert. I have worked on various ML problems. I can train generative adversarial network to regenetate training set and a classifier. we can also generate classifiaction report for both the classifers and can compare the results.
$125 USD in 3 days
0.0 (0 reviews)
0.0
0.0
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Hi. I have a valuable experience in areas such as Python, MATLAB also have strong experience in Image processing, Data mining, Data science, Machine learning and Deep learning. I believe that my skills will be beneficial for your project.
$107 USD in 4 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of TURKEY
ISTANBUL, Turkey
4.9
5
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Member since Mar 17, 2021

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