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Johanna Pingel


MathWorks

59 total contributions since 2017

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Published


Explainable AI
Early in June, I was fortunate to be invited to MathWorks Research Summit for a deep learning discussion, led by Heather...

29 days ago

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Published


Ensemble Learning
Combining Deep Learning networks to increase prediction accuracy. The following post is from Maria Duarte Rosa, who wrote...

2 months ago

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Deep Learning for Signal Processing Applications
I’d like to introduce Frantz Bouchereau, development manager for Signal Processing Toolbox who is going to dive deep into...

2 months ago

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Deep Learning with NGC
Did you know: you can run MATLAB with GPUs in the cloud? MATLAB has a deep learning container on NGC! Let’s define what...

3 months ago

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Answered
How to train CNN with an image in the input and an image in the output?
Try this example: https://www.mathworks.com/help/deeplearning/examples/image-to-image-regression-using-deep-learning.html Let...

3 months ago | 0

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predict blockometry of rocks after blasting
This sort of reminds me of the wine classification example: https://www.mathworks.com/help/deeplearning/examples/wine-classifica...

3 months ago | 0

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Image Regression using .mat Files and a datastore
This examples shows image to single regression label: https://www.mathworks.com/help/deeplearning/examples/train-a-convolutional...

3 months ago | 0

Answered
Deep Learning on Point Cloud
Do any of these links help you with your problem? https://www.mathworks.com/help/vision/lidar-and-point-cloud-processing.html ...

3 months ago | 0

Published


Did you know? Deep Network Designer
  I want to take a minute to highlight one of the apps of Deep Learning Toolbox: Deep Network Designer. This...

3 months ago

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What’s new in R2019a: Features
Welcome again to R2019a! There’s a new release of MATLAB out right now. Last post, we covered a bunch of new 19a examples,...

4 months ago

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What’s New R2019a: Examples
Hi Everyone! Welcome to R2019a. A new version of MATLAB is available now! I'd like to walk through a few of the new deep...

4 months ago

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MATLAB Demos at GTC: Style Transfer and Celebrity Lookalikes
This post is all about NVIDIA and their upcoming GPU Technology Conference commonly referred to as GTC. Thousands of people...

4 months ago

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Submitted


Semantic Segmentation on NGC
This code walks through creating a semantic segmentation network, and running the training on NVIDIA GPU Cloud (NGC)

4 months ago | 6 downloads |

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Image-to-Image Regression
Today I'd like to talk about the basic concepts of setting up a network to train on an image-to-image regression...

5 months ago

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Answered
regarding label source names in data set imagedatastore
ImageDatastore works really well if you have a parent class and 1 sub folder per class. imageDatastore('parentfolder/','Includ...

5 months ago | 0

Answered
How can data in the form of cell arrays be used to train CNN using deeplearning toolbox ?
Are your image names in a cell array? If so, it's simply: imds = imageDatastore(a); % where a is your cell array of filenames....

5 months ago | 0

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DEEP LEARNING AND LGRAPH ERROR
Can you provide the layers you are using in this network?

5 months ago | 0

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Convolutional Neural Networks and Deep Learning
Start here for deep learning with feature extraction: https://www.mathworks.com/help/deeplearning/examples/feature-extraction-us...

5 months ago | 0

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How to edit the denoisingImageDatastore source code so that it applies Poisson noise instead of Gaussian noise?
I'm pretty sure that example only uses Gaussian noise, which may not be easy to change to Poisson. You may have to set up sample...

5 months ago | 0

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Answered
Modifying denoising image datastore to generate different types of noise
Try following this example: https://www.mathworks.com/help/images/single-image-super-resolution-using-deep-learning.html while...

5 months ago | 0

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Published


Gartner Magic Quadrant
This is a guest post from Paul Pilotte, technical marketing manager for data science and predictive analytics. Gartner...

5 months ago

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Answered
Neural Network Toolbox backward compatibility
Here are the release notes for Deep Learning Toolbox (formerly Neural Network Toolbox): New network creation functions have c...

5 months ago | 0

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Deep Learning Network for Classification
Here are some getting started resources: A quick-read ebook: https://www.mathworks.com/content/dam/mathworks/tag-team/Objects/d...

5 months ago | 0

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semantic segmentation with deep learning
Check out a few links to learn more about pixel labeling and semantic segmentation:https://www.mathworks.com/videos/semantic-seg...

5 months ago | 0

Answered
Using Deep learning for non image classification
Documentation now has good non image examples! Check out this link: https://www.mathworks.com/help/deeplearning/examples.html?c...

5 months ago | 0

Answered
Image2Image Neural Network (Deep Learning)
Try following this example: https://www.mathworks.com/help/images/jpeg-image-deblocking-using-deep-learning.html The idea is ...

5 months ago | 0

Published


Deep Learning Visualizations: CAM Visualization
I’m hoping by now you’ve heard that MATLAB has great visualizations, which can be helpful in deep learning to help uncover...

6 months ago

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Published


Neural Network Feature Visualization
Visualization of the data and the semantic content learned by a network This post comes from Maria Duarte Rosa, who is...

6 months ago

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Published


“I didn’t know that” – ONNX
Today, I'd like to introduce a new series called: "I didn't know that!"   I'm hoping to highlight certain...

6 months ago

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Published


Best of 2018 – Deep Learning Edition
Today, let’s journey back to the "Best of 2018". I’ll highlight specific posts and features from 2018 that are worth a...

7 months ago

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