Kapalı

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

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.

Beceriler: Makine Öğrenimi, Neural Networks, Python

Daha fazlasını gör: deep learning multivariate time series, deep learning time series forecasting, recurrent neural network time series prediction, convolutional neural networks for time series classification, autoencoder time series, a review of unsupervised feature learning and deep learning for time-series modeling, deep learning time series classification, lstm time series, Deep learning,Image processing, R,machine learning,statistical modelling,predictive analysis,data analysis,speech,image recognition,deep neural network, machine learning pattern matching time series, image uploader ajax net open source, options trading correlation arbitrage time series, mulipe time series getafreelancer, view 360 image flash deep zoom

İşveren Hakkında:
( 16 değerlendirme ) sargodha, Pakistan

Proje NO: #16422864

Bu iş için 19 freelancer ortalamada $249 teklif veriyor

shivampanchal

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 ar Daha Fazla

in %bids___i_period_sub_35% gün içinde500%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(17 Değerlendirme)
5.3
sureshdewenda

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 y Daha Fazla

in %bids___i_period_sub_35% gün içinde111%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(8 Değerlendirme)
4.1
chrisvwn

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 Daha Fazla

in %bids___i_period_sub_35% gün içinde1000%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(7 Değerlendirme)
4.3
himanshuarora2

Hello, I am interested in your project, I can work on Deep Learning for time series image [url removed, login to view] discuss the details over chat. Thanks Himanshu

in %bids___i_period_sub_35% gün içinde155%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(2 Değerlendirme)
2.9
in %bids___i_period_sub_35% gün içinde250%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(3 Değerlendirme)
2.5
in %bids___i_period_sub_35% gün içinde222%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(5 Değerlendirme)
2.1
nitinbhardwaj01

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 Daha Fazla

in %bids___i_period_sub_35% gün içinde250%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(1 Yorum)
1.5
uzairrzahid

A proposal has not yet been provided

in %bids___i_period_sub_35% gün içinde222%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(1 Yorum)
1.4
julio2Cesar32

Hello. I know what you need. Is a Convolutional Recorrent Network. this memorys sequence of relevant pixels and will create a output. The Design of this neural networks is similar to any RNN but in place of acti Daha Fazla

in %bids___i_period_sub_35% gün içinde123%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(1 Yorum)
0.4
rcasiodu

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 o Daha Fazla

in %bids___i_period_sub_35% gün içinde111%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(0 Değerlendirme)
0.0
akshoye056

Hey i am 3 years experienced in Machine Learning and python.i had done many projects in machine learning such as: here is my past experience in human facial detection here is demo video [url removed, login to view] Daha Fazla

in %bids___i_period_sub_35% gün içinde255%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(0 Değerlendirme)
0.0
in %bids___i_period_sub_35% gün içinde277%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(0 Değerlendirme)
0.0
tina6077

A proposal has not yet been provided

in %bids___i_period_sub_35% gün içinde111%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(0 Değerlendirme)
0.0
aymar73

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 co Daha Fazla

in %bids___i_period_sub_35% gün içinde155%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(0 Değerlendirme)
0.0
chumkibhowmick

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 Tec Daha Fazla

in %bids___i_period_sub_35% gün içinde222%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(0 Değerlendirme)
0.0
in %bids___i_period_sub_35% gün içinde155%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(0 Değerlendirme)
0.0
fra89

If you need both searching and implementation I can do it for this budget. Please tell me exactly what are you requiring

in %bids___i_period_sub_35% gün içinde250%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(0 Değerlendirme)
0.0
whitehorsetechn

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 discuss Daha Fazla

in %bids___i_period_sub_35% gün içinde160%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(0 Değerlendirme)
0.0
nerzid

A proposal has not yet been provided

in %bids___i_period_sub_35% gün içinde200%project_currencyDetails_sign_sub_37% %project_currencyDetails_code_sub_38%
(0 Değerlendirme)
0.0