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Johanna Pingel
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Published
Simulate PyTorch and Other Python-Based Models with Simulink Co-Execution Blocks
This blog post is from Maggie Oltarzewski, Product Marketing Engineer at MathWorks. In R2024a, four new blocks for...
5 dagar ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/08/library_browser.png)
Published
Automating Visual Inspection with AI and PLC
The following post is from Sagar Hukkire, application engineer for AI, and Conrado Ramirez Garcia, application engineer...
18 dagar ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/07/good_defective_bolts.png)
Published
Local LLMs with MATLAB
Local large language models (LLMs), such as llama, phi3, and mistral, are now available in the Large Language Models...
ungefär 2 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/07/local_llms-1.png)
Published
Export Models from Machine Learning Apps to Simulink
In this blog post, I am going to show you the most interactive way to create a Simulink model that includes a machine...
2 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/06/new_session.png)
Published
Explainability in Object Detection for MATLAB, TensorFlow, and PyTorch Models
In R2024a, Computer Vision Toolbox introduced the d-rise function. D-RISE is an explainability tool that helps you...
3 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/05/drise_options-1.png)
Published
Building Confidence in AI with Constrained Deep Learning
Constrained deep learning is an advanced approach to training robust deep neural networks by incorporating constraints...
3 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/05/constrained_learning.png)
Published
Data Type Conversion Between MATLAB and Python: What’s New in R2024a
When combining MATLAB with Python® to create deep learning workflows, data type conversion between the two frameworks can...
3 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/05/data_types.png)
Published
Verification and Validation for AI: From model implementation to requirements validation
The following post is from Lucas García, Product Manager for Deep Learning Toolbox. This is the fourth and final post...
4 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/04/Wshaped_process.png)
Published
Convert Deep Learning Models between PyTorch, TensorFlow, and MATLAB
In this blog post we are going to show you how to use the newest MATLAB functions to: Import models from TensorFlow...
4 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/04/pytorch_to_matlab-1-300x31.png)
Published
Tips on Accelerating Deep Learning Training
Deep learning models are trained by using large sets of labeled data. Training a deep learning model can be...
5 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/04/transfer_learning.png)
Published
Deep Learning Toolbox R2024a: Major Update and New Examples
On March 20th, MATLAB R2024a was released with many updates for Deep Learning Toolbox. Exciting new features for deep...
5 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/03/DLT.png)
Published
Incremental Learning: Adaptive and real-time machine learning
Incremental learning is a machine learning approach that addresses the challenge of adaptively fitting models to new...
6 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/03/incremental_learning_workflow-1.png)
Published
Data-Driven Control with MATLAB and Simulink
The following blog post is from Melda Ulusoy, Technical Marketing Manager at MathWorks. One of artificial intelligence...
6 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/02/controls_applications.png)
Published
Verification and Validation for AI: Learning process verification
The following post is from Lucas García, Product Manager for Deep Learning Toolbox. This is the third post in a 4-post...
7 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/02/w_shaped_development.png)
Published
Large Language Models with MATLAB
How to connect MATLAB to the OpenAI™ API to boost your NLP tasks. Have you heard of ChatGPT™, Generative AI, and...
7 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2024/01/LLMs_repo.png)
Published
Lidar Code-Along
Lidar (light detection and ranging) is a remote sensing technology. Lidar sensors emit laser pulses that reflect off...
7 månader ago
![Thumbnail](/matlabcentral/images/default_screenshot.jpg)
Published
NeurIPS Highlights
We are back from the NeurIPS 2023 conference. It was truly inspiring to engage with the AI community and learn more about...
8 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2023/12/mw_booth.jpg)
Published
Podcast Alert: Deploying Edge and Embedded AI Systems
The following blog post is from Daniel Prieve, Digital Marketing Manager. Last month, Heather Gorr was interviewed for...
9 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2023/12/twiml-heather-gorr-deploying-edge-and-embedded-ai-systems.jpg)
Published
MATLAB Is Coming to NeurIPS
NeurIPS 2023 is starting soon; this Sunday December 10th. I am very excited to join the conference along with other...
9 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2023/11/neurips22_booth.png)
Published
Visual Inspection Code-Along
Visual inspection is the image-based inspection of parts where a camera scans the part under test for failures and quality...
9 månader ago
![Thumbnail](/matlabcentral/images/default_screenshot.jpg)
Published
PyTorch Models and Git in MATLAB Online
The following post is from Yann Debray, Product Manager for MATLAB Online, and Sivylla Paraskevopoulou, Product Marketing...
10 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2023/11/MLonline_pytorch_github-1.png)
Published
What’s New for Low-Code AI in MATLAB R2023b
With every MATLAB release, the low-code AI apps offer new features that make integrating AI into your workflow easier,...
10 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2023/10/low_code_ai_whatsnew.png)
Published
Verification and Validation for AI: From requirements to robust modeling
The following post is from Lucas García, Product Manager for Deep Learning Toolbox. This is the second post in a 4-post...
11 månader ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2023/07/Picture1.png)
Published
Virtual Sensors with AI and Model-Based Design
Virtual sensors can be used in any system where real-time monitoring and control are required, and where the use of...
ungefär ett år ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2023/08/virtual_sensor_ai_workflow.png)
Published
MATLAB with TensorFlow from Your Jupyter Notebook
The MATLAB Kernel for Jupyter® (GitHub: jupyter-matlab-proxy) was released a few months ago. The MATLAB Kernel for Jupyter...
ungefär ett år ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2023/07/pt_to_ml_inJupyter.png)
Published
ChatGPT for Engineers
I'm sure by now you've heard of ChatGPT, and other popular Large Language Models. It's in the news almost daily, and...
ungefär ett år ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2023/07/chatgpt0.png)
Published
The Road to AI Certification: The importance of Verification and Validation in AI
The following post is from Lucas García, Product Manager for Deep Learning Toolbox. Artificial Intelligence (AI) is...
ungefär ett år ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2023/07/Picture1.png)
Published
Explainable AI (XAI): Implement explainability in your work
This post is from Oge Marques, PhD and Professor of Engineering and Computer Science at FAU. This is the third post in...
ungefär ett år ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2023/06/husky_vs_wolf.png)
Published
Transfer Learning Made Easy
Transfer learning is the process of fine tuning a pretrained model to your task. In this blog post, we will show you how...
ungefär ett år ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2023/06/transfer_learning.png)
Published
Explainable AI (XAI): Are we there yet?
This post is from Oge Marques, PhD and Professor of Engineering and Computer Science at FAU. This is the second...
mer än ett år ago
![Thumbnail](https://blogs.mathworks.com/deep-learning/files/2023/04/husky_vs_wolf.png)