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Tomaso Cetto

MathWorks

Last seen: 2 years ago |  Active since 2021

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Answered
How to transfer a 1D-CNN from Tensorflow?
Hi Daniel! I think the convolution1dLayer is appropriate here, but you might need to do a small piece of data pre-processing to...

2 years ago | 0

| accepted

Answered
Reshape layer in deep learning
Hi KB, As of R2022a, the Deep Learning Toolbox has a new functionLayer - this layer enanbles you to apply a function to the act...

2 years ago | 1

Answered
globalAveragePooling1dLayer error
Hi Bram! As you've noticed, the globalAveragePooling1dLayer plays a critical role here. This is because that layer removes the ...

3 years ago | 1

| accepted

Answered
Is there any way to use deep learning model for higher resolutions images (like 1024x1024)
Hi Hasintha, When confronted with this issue, the recommended workflow is usually just to resize the images. That said, the wor...

3 years ago | 0

Answered
imageInputLayer Normalization - Data normalization options
Hi Andrea, The 'rescale-zero-one' normalization option was added in R2019b, so you would need to update to at least that releas...

3 years ago | 1

| accepted

Answered
Invalid training data. Sequence responses must have the same sequence length as the corresponding predictors.
Hi Navneet, The issue here is that, when setting up a sequence-to-sequence problem (as it seems you are doing here), the number...

3 years ago | 0

Answered
How can I work with hybrid inputs (numerical + categorical variables) to create a neural network
Hi Ismael, One thing you could do is create a very simple neural network using two featureInputLayers. Let's break down the w...

3 years ago | 0

| accepted

Answered
how to combine two different lgraph and create a new network
Hey Avi! I think the addLayers function is what you're after here. You're right in saying that these functions can't work wit...

3 years ago | 0

| accepted

Answered
How to use excel data in matlab for deep learning classification ?
Hi Naresh, The readtable function might be what you're after here - https://www.mathworks.com/help/matlab/ref/readtable.html. T...

3 years ago | 0

Answered
Invalid training data. X and Y must have the same number of observations.
Hi Ioana, There are a few modifications to your data and network that are required to make your workflow possible. The diff...

3 years ago | 2

| accepted