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Some one expert in time series image classification with Deep Learning, LSTM, Auto Ancoder, CNN, RNN,

$30-250 AUD

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İlan edilme: yaklaşık 6 yıl önce

$30-250 AUD

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Hello, I am working in an interesting project. If you are interested and have the experience on the following topics, I would be happy if you kindly help me. In the project I want to use Deep Learning for time series image classification. More clearly, I am trying to develop a solution that will classify time series image data to detect abnormality or anomaly of a running machine in a factory. In this case, a camera will take 2 pictures in every second of a running machine, continuously. As I am planning to use Deep Learning, so at first, we will take thousands of pictures of normal running machine state and classify it as 1. We also took many picture of abnormal running state of the machine, and classify it as 0. In this way, we will train our system with thousands of images of normal and abnormal state of the machine. After that we will take real time test image of the running machine and these test images will classify based on the training images (1, or 0). In the net, I find that there are many image classification algorithm and open source. But I did not find exactly what kind of algorithm, tools I should use to classify time series image data. If you have any idea, please let me know. I will pay you for this. In addition, in the internet, I also find that LSTM, Recurrent Neural Networks, Convolution Neural Network, and Auto Encoder might be used for time series image classification. But did not find any good solution with this algorithms. Could you please let me know if you have any idea about this problem? Thank you and waiting to hear from you soon.
Proje No: 16422864

Proje hakkında

15 teklif
Uzaktan proje
Son aktiviteden bu yana geçen zaman 6 yıl önce

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15 freelancers are bidding on average $265 AUD for this job
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A proposal has not yet been provided
$222 AUD 15 gün içinde
4,9 (50 değerlendirme)
5,9
5,9
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I have a good hands on working with Advanced Excel, R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Application. My area of expertise is building financial models (Stock Markets), Image Processing, Classification/Prediction/Clustering, NLP and Chatbots. I understand the project requirement and will deliver the desired product within the time specified.
$500 AUD 7 gün içinde
4,5 (36 değerlendirme)
6,4
6,4
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Hi, I have experience classifying images and can assist you in creating a model to identify when the machine is in an "abnormal" state. One question I would ask is can one tell the state from one image or only from a sequence of images? Regards, Chris
$1.000 AUD 10 gün içinde
4,7 (15 değerlendirme)
5,4
5,4
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The problem can be solved using a simple image classifier which predicts 1 or 0 depending whether its normal or faulty. I don't think it a time series problem (it is for a very short duration in the sense that , if it is faulty now, it will be faulty for some time ). Hence this can be solved using a normal image classifier . I have completed several certifications on Deep Learning and machine learning from Coursera. I have worked on Predictive Analytics,data mining, Object Detection and Object Recognition problems like counting the different number of vehicle type like cars , scooters, buses etc. I am also a freelance chatbot developer and have worked on NLP, NLU and RNN for these. Some of the skills I possess are - 1) Python 2) Javascript 3) Machine Learning - Deep Learning, Sentiment Analysis , RNN 4) Chatbot integrations for Skype, Skype for business, Skype, Facebook 5) Backend - AWS Let me know if you need anything else.
$250 AUD 3 gün içinde
5,0 (9 değerlendirme)
4,2
4,2
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If you need both searching and implementation I can do it for this budget. Please tell me exactly what are you requiring
$250 AUD 7 gün içinde
5,0 (4 değerlendirme)
4,3
4,3
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I am keen to work & ensure you with quality & timely delivery of your project . I am working with an in-house team of established 5+ years experienced with development centers in India & UK dedicated team to complete your project within time constraints . Thank you, Next Data Science
$111 AUD 6 gün içinde
5,0 (10 değerlendirme)
4,2
4,2
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If you are looking for top notch work then hire me. Can assure high quality work is delivered to your satisfaction. I am PG in Business Analytics and Business Intelligence from Premier B School certified by Illinos Technical University USA.
$222 AUD 10 gün içinde
5,0 (2 değerlendirme)
3,7
3,7
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A proposal has not yet been provided
$111 AUD 2 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
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Greeting, I have understood your Some one expert in time series image classification with Deep Learning, LSTM, Auto Ancoder, CNN, RNN, task and can do it with your 100% satisfaction. Please ping me for more discussion. I have more than 5 years of experience in Machine Learning, Neural Networks, Python
$160 AUD 3 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
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Even if I know nothing about your data, I think that we can combine CNN and LSTM to complete your classification task using Keras or in this case Tensorflow. But it can take many times to train. Please, feel free to contact for further discussion
$155 AUD 3 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
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Convolutional neural network can be used for your project. Depending the difficulty of your classfication problem, the cnn maybe deep and time consuming. And the hardware of your platform also decide the architecture of the neural network. There are many light cnn like mobienet and shufflenet could be used for real time application. You can send message to me for further discussing of your project. Thanks.
$111 AUD 3 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
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A proposal has not yet been provided
$200 AUD 7 gün içinde
0,0 (0 değerlendirme)
0,0
0,0

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   PAKISTAN bayrağı
sargodha, Pakistan
4,8
52
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