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.
15 freelances font une offre moyenne de 265 $ pour ce travail
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 Plus
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 Plus
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 Plus
If you need both searching and implementation I can do it for this budget. Please tell me exactly what are you requiring
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 Plus
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 Plus
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 Plus
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 Plus
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 Plus