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Sivylla Paraskevopoulou

Last seen: Today Active since 2017

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Published


Using AI for Reduced-Order Modeling
The following post is from Lucas Garcia, Deep Learning Product Manager at MathWorks. This blog discusses the MathWorks’...

4 days ago

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Command: "exportONNXNetwork" doesn't seem to work properly.
Which MATLAB version are you using? The exportNetworkToTensorFlow function was introduced in R2022b.

7 days ago | 0

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How to change the dimensions of the original dataset to get the same forecast value? LTSM ONNX
You should permute from the MATLAB ordering (CN) to the ONNX ordering (NC), where C is the number of features and N is the numbe...

21 days ago | 0

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Import an RNN model from Tensorflow as an ONXX file
You can import a TensorFlow model directly (don't need to first convert to ONNX) by using the importTensorFlowNetwork or importT...

23 days ago | 0

Answered
Import Keras network From Python to Matlab
You can try to import your TensorFlow model by using the importTensorFlowNetwork function, which is a newer function than import...

24 days ago | 0

Published


Style Transfer and Cloud Computing with Multiple GPUs
The following post is from Nicholas Ide, Product Manager at MathWorks. We’re headed to the SC22 supercomputing conference...

28 days ago

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How to upload pretrained weights for a vgg16 dnn
The importTensorFlowNetwork function expects the input modelFolder to be a saved_model.pb file (SaveModel format) and I think th...

1 month ago | 0

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How do I apply my machine learning model acquired in machine learning app to microcontroller for implementation?
The example Human Activity Recognition Simulink Model for Fixed-Point Deployment shows how to deploy a trained machine learning ...

2 months ago | 0

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Reduce learning rate after certain number of epoch
Check out the example Specify Training Options to see how to reduce the learning rate after a certain number of epochs.

2 months ago | 0

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How to load the mnist dataset in ELM
If you are training a MATLAB network, you can use the MNIST data set that is included with the Deep Learning Toolbox. For more i...

2 months ago | 0

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How to use matlab deep learning toolbox in telecommunication?
You might find this page helpful: Wireless Communications Using Deep Learning.

2 months ago | 0

Answered
train deep learning model in matlab and used deep learning model in android studio
Let me start by saying that I have never used Android Studio. However, with a quick search I found that if you have a TensorFlow...

2 months ago | 0

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LSTM architecture for a sequence-to-sequence model
You can try specifying the BatchSize name-value argument of the exportONNXNetwork function.

2 months ago | 0

Answered
Loading .pt file into matlab
In R2022b we introduced the Deep Learning Toolbox Converter for PyTorch Models support package. This initial release supports im...

2 months ago | 1

Answered
How to load a fully connected Pytorch model (trained.model) into matlab ?
In R2022b we introduced the Deep Learning Toolbox Converter for PyTorch Models support package. This initial release supports im...

2 months ago | 1

Published


What’s New in Interoperability with TensorFlow and PyTorch
For deep learning, MATLAB allows users to create and train models in MATLAB or leverage models trained in open source via...

2 months ago

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Upsampling with bicubic in ONNXNetwork
Which MATLAB version are you using? Since R2021b, the importONNXNetwork and importONNXLayers functions automatically generate cu...

2 months ago | 1

Published


New AI Examples in R2022b
There are many new examples for AI in the latest version of MATLAB R2022b. These examples show you how to use the new...

2 months ago

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Exporting deep learning model to use in keras/tensorflow
MATLAB introduced in R2022b the exportNetworkToTensorFlow function. Use this function to export networks and layer graphs direct...

3 months ago | 1

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Answered
Keras Network: Placeholder for 'BilinearUpSampling2D'
You have a few options: Instead of the importKerasNetwork function, use the importTensorFlowNetwork function. The importTensorF...

3 months ago | 0

Answered
How to add a dense layer to a neural network?
I think you want to use a fullyConnectedLayer. You can set the properties of the fullyconnectedLayer object. I also think you wi...

3 months ago | 0

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Published


Let’s Talk About Low-Code AI
There’s a trend toward low-code AI. Let’s discuss what this means and how you can use this trend to your... read more >>

4 months ago

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Published


Getting Started with AI: a low-code approach
The following post is from Oge Marques, Professor at FAU, who will discuss 5 topics for getting started in AI, with many...

4 months ago

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Answered
Export LSTM to ONNX with proper input information
I am not sure what you mean by "more/all input information". If you mean that you want a network that can be used for prediction...

5 months ago | 0

Published


AI in the news: what to know, what to ignore
There is talk recently about AI becoming self-aware. Let’s talk about it from an engineering perspective: what you need to...

6 months ago

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How can I use Pytorch/Tensorflow based custom algorithms for ground truth labeling automation?
The Image Labeler app enables you to label ground truth data in a collection of images. If you want to use a PyTorch model, you...

6 months ago | 0

Answered
Generation of C++ Code from DAGNetwork fails
I am assuming that you using the importONNXNetwork function to import the ONNX model, and importONNXNetwork automatically genera...

6 months ago | 0

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Answered
train a mobile net neural network on my data and use trained model for prediction
The example Create Simple Deep Learning Network for Classification shows you how to create and train an image classification net...

6 months ago | 0

Answered
Using importTensorFlowNetwork does not load the model correctly
You can try to use the importTensorFlowLayers function. The importTensorFlowLayers function inserts placeholder layers in place ...

6 months ago | 1

Answered
can you please convert python code into matlab code ?
Save the TensorFlow model that you created in the SavedModel format, and then you can import the TensorFlow model into MATLAB by...

6 months ago | 0

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