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Johanna Pingel


MathWorks

47 total contributions since 2017

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Johanna Pingel's Badges

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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)

14 days ago | 13 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...

27 days 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...

1 month 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....

1 month ago | 0

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

1 month ago | 0

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

1 month ago | 0

Answered
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...

1 month ago | 0

| accepted

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...

1 month ago | 0

| accepted

Published


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

1 month ago

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

1 month ago | 0

Answered
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...

1 month ago | 0

Answered
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...

1 month 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...

1 month 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 ...

1 month 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...

2 months ago

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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...

2 months ago

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“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...

2 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...

3 months ago

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Published


Sudoku Solver: Image Processing and Deep Learning
This post is from a talk given by Justin Pinkney at a recent MATLAB Expo. Today’s example will walk through using image...

4 months ago

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Published


Deep Beer Designer
This post is from Ieuan Evans, who has created a very unique example combining deep learning with LSTM and beer. (Please...

5 months ago

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Published


3 Trends in Deep Learning
And how MATLAB helps you take advantage of them. Last post*, Steve Eddins wrote about some of the new features in the...

6 months ago

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Published


Deep Learning with MATLAB R2018b
Note: This will be my last regular post for the Deep Learning blog. Johanna Pingel will be taking over for me. You have...

6 months ago

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Published


Deep Learning in Action – part 3
Hello Everyone! It's Johanna, and Steve has allowed me to take over the blog from time to time to talk about deep...

7 months ago

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Published


Classify ECG Signals Using LSTM Networks
Today I want to highlight a signal processing application of deep learning. This example, which is from the Signal...

8 months ago

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Published


Deep Learning in Action – part 2
Hello Everyone! It's Johanna, and Steve has allowed me to take over the blog from time to time to talk about deep...

8 months ago

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Published


Deep Learning in Action – part 1
Hello Everyone! Allow me to quickly introduce myself. My name is Johanna, and Steve has allowed me to take over the blog...

9 months ago

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Published


Semantic Segmentation Using Deep Learning
Today I want to show you a documentation example that shows how to train a semantic segmentation network using deep learning...

10 months ago

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Published


Exporting to ONNX
The MathWorks Neural Network Toolbox Team has just posted a new tool to the MATLAB Central File Exchange: the Neural...

10 months ago

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Submitted


Code Examples from Deep Learning Ebook
Follow along with the code examples from the "Practical Deep Learning Examples with MATLAB" ebook

11 months ago | 269 downloads |

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Submitted


Image Processing and Computer Vision with MATLAB: Code Examples
Follow along with the "Image Processing and Computer Vision with MATLAB" webinar

11 months ago | 29 downloads |

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