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detenction of anomalies using autoencoders

€30-250 EUR

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Đã đăng vào gần 2 năm trước

€30-250 EUR

Thanh toán khi bàn giao
Hello, I have to send this task for my DL class, hope you can help me: It is call the prognostic challenge 2012, please find attached the documentation about it. My main task is to predict the RUL of the bearings using Deep learning technicques. My teacher asked me to do the following: [login to view URL] autoencoders to differentiate between anomaly and normal condition taking a time window of size W. [login to view URL] autoencoders using a pre-trained network as an encoder to differentiate between anomaly and normal condition by taking a time window of size W. I have already done part of it but I am blocked. I already made a datagenerator and have fed it to an autoencoder but the results seems really bad. I will also attached the .ipynb file so you can have a look at it. I would need not only the answer but also an explanation of how you have done it in case you accept it. THANKS. please also find the datasets here: training: [login to view URL] Test: [login to view URL] Validation: [login to view URL]
Mã dự án: 33655465

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12 đề xuất
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Hoạt động 2 năm trước

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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 EUR trong 7 ngày
4,9 (29 nhận xét)
6,0
6,0
12 freelancer chào giá trung bình €193 EUR cho công việc này
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Hi. My name is Uzair. I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I worked as a Machine Learning Research Assistant in Qatar University. Now I am doing my Ph.D. from Tampere University, Finland. I have more than 3 years of experience in Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. 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
€250 EUR trong 7 ngày
4,9 (59 nhận xét)
5,9
5,9
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Hey I am expert in python and I can help you with your project message me to discuss so that we can start working on it
€140 EUR trong 1 ngày
4,9 (51 nhận xét)
5,1
5,1
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hi, there! I am a mathematician expert and have received master degree. I have main skills such as machine learning, deep learning, signal processing, python, Matlab, OpenCV, Statistics and so on. I will start immediately and complete your project perfectly. You will be got satisfactory result. Please contact me.
€130 EUR trong 3 ngày
5,0 (11 nhận xét)
4,4
4,4
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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 learning, Data structures, and algorithms. I am expert in training and testing machine and deep learning models. Some important projects that are done by me related to mentioned expertise are;; • iOS Face Morphing app • Age, Gender Recognition, Emotion Detection, Pose Estimation • Captcha Recognition, Card Recognition, MRZ Recognition • Vehicle Classification, Vehicle Speed Detection • Tesseract OCR, OMR - Tensorflow, Darknet, Caffe I have extensive experience in the domains of: • Machine learning/Data Mining • Neural Network/ Natural Language Processing • Deep Learning and Computer Vision • Image Recognition & Artificial Intelligence • Omnet++ and Sumo simulation • AI text analysis model and Reinforcement Learning • Python/ Matlab • Asterisks PBX • NS3 simulation • Linux I aim to provide the best quality work to my clients so I can build a strong working relationship with them. I ensure you that you will like my writing skills and hope you can contact me for further discussion on the project. Thanks Regards Dr. Asad Iqbal
€250 EUR trong 10 ngày
5,0 (1 nhận xét)
4,0
4,0
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Hi, I have +5 years of experience dealing with machine learning algorithms and worked on multiple projects in this field, I absolutely can do your project as you like. Please contact me to discuss more. Have a nice day
€140 EUR trong 7 ngày
5,0 (11 nhận xét)
4,1
4,1
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Hi.Client... Nice to meet you. I saw your project details carefully. Thanks for your posting. I am expert in Machine Learning and Deep Learning using python and Matlab. I am working in this this field for 5 years. I have experiences detect anomalies using autoencoders using python and matlab. I think that I can complete your project perfectly. It is my pleasure to work with you. If you will give me a chance to work with you, you will get satisfied result and I will do my best for you. Thanks and Regards.
€140 EUR trong 5 ngày
4,9 (5 nhận xét)
2,7
2,7
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How are you? Your post really attracts me. I'm a professional AI expert. I have developed many AI projects by python libraries. I 'm used to using autoencoder for pre-training. I will definitely follow you. I'm ready to chat to you. Thanks.
€150 EUR trong 5 ngày
5,0 (2 nhận xét)
2,4
2,4
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Puedo ayudarte a realizar los predictores que necesitas, si estás de acuerdo haríamos una reunión previa de arranque, revisamos las técnicas a usar, la información disponible y comenzamos con el proyecto
€250 EUR trong 7 ngày
0,0 (0 nhận xét)
0,0
0,0

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Cờ của SPAIN
Madrid, Spain
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0
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Thành viên từ thg 5 9, 2022

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