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David Willingham

Last seen: Today Active since 2016

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  • Knowledgeable Level 4
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Answered
How can I implement "FaceNet" for my project?
Have you seen this example on GitHub? https://github.com/matlab-deep-learning/COVID19-Face-Mask-Detection-using-deep-learning

2 dagen ago | 0

Answered
why Nvidia A100 GPUs slower than RTX 3090 GPUs?
See this answer for an explanation: https://www.mathworks.com/matlabcentral/answers/1711380-rtx-3090-vs-a100-in-deep-learning?s...

6 dagen ago | 0

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Answered
deep network designer, how do I test a trained network against a new dataset? I am able to see the predictions for all the images?
Hi Andreea, Firstly, glad to hear your starting your journey of deep learning in MATLAB! Your code will likely look like this:...

6 dagen ago | 0

Answered
RTX 3090 vs A100 in deep learning.
Hi, What version of MATLAB did you test ResNet out on? I'd recommend running benchmarks on the latest version of MATLAB. Was ...

15 dagen ago | 0

Answered
Are there any convolutional networks in the DL Toolbox whose output layers are implemented as fullyConnectedLayers?
Hi Matt, In this doc page, it shows an example of a network that has both convolutional layers and full connected layers: http...

15 dagen ago | 0

Answered
Cannot find the object of 'ONNXParameters' Class after using "Application Compiler".
When using the compiler, sometimes the dependency checker can't find all the object classes. Try addind the function pragma to ...

22 dagen ago | 0

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Answered
install GOOGLeNet on a machine with no internet
Have you tried downloading it from the File Exchange on a machine with the internet, then copying it a USB and installing on the...

23 dagen ago | 0

Answered
How can I perform image classification using Simulink in Matlab
Use the Image Classifier block from the Deep Learning toolbox.

28 dagen ago | 0

Answered
Loading timeseries data into the deep network designer
Hi, Have you seen this example? Train Network for Time Series Forecasting Using Deep Network Designer

ongeveer een maand ago | 0

Answered
Solving a non linear ODE with unknown parameter
Hi, Have you seen this example for solving ODE's using Deep Learning in MATLAB? Dynamical System Modeling Using Neural ODE

ongeveer een maand ago | 0

Answered
LSTM time series forecasting, predicting future values
Hi Stashu, Take a look at this updated example: Time Series Forecasting Using Deep Learning In it there is a section on "cl...

ongeveer een maand ago | 0

Answered
Multi step ahead forecasting with LSTM
Hi, Please see this updated example in R2022a that shows multi-step ahead (closed loop) predictions: Time Series Forecasting ...

ongeveer 2 maanden ago | 1

Answered
How to export the deep neural network model that has been well trained?
Currently there isn’t an option to export to Tensorflow .h5 format. The only export path is via ONNX: <https://www.mathworks...

ongeveer 2 maanden ago | 0

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Answered
L-BFGS algorithm for Physics-informed neural networks
Hi, Have you seen this example? <https://www.mathworks.com/help/deeplearning/ug/solve-partial-differential-equations-with-...

ongeveer 2 maanden ago | 1

Submitted


MATLAB Deep Learning Model Hub
Discover pretrained models for deep learning in MATLAB

2 maanden ago | 31 downloads |

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Answered
Creating a custom Docker-based container of Matlab and additional toolboxes
This may not meet your exact requirements of building a container with just those products, but the MATLAB Deep Learning Contain...

2 maanden ago | 1

Answered
How can I train multi-input deep network without DataStore
Please see this example, released in R2022a that shows how train a multi-input network. It still uses datastores, but shows how ...

2 maanden ago | 0

Answered
How can I design a neural network to detect and classify faults in a system?
Before even attempting to design and then train a neural network model, I recommend starting with the data. Does your simulatio...

2 maanden ago | 0

Answered
A good tutorial of Solve Partial Differential Equations Using Deep Learning (physics informed neural networks)
What version of MATLAB are you using? There is a function called arraydatastore. Did you try opening the full script in MATLAB ...

3 maanden ago | 0

Submitted


Transformer Models
Deep Learning Transformer models in MATLAB

3 maanden ago | 30 downloads |

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Answered
Is there GPU support for the MatLab GitHub BERT Model?
Hi Bijan, Did walter's comment help speed up your training? What version of MATLAB are you using? On your comments regarding ...

3 maanden ago | 0

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Answered
How do I run MATLAB on google cloud platform?
Hi John, You can run MATLAB on any cloud VM. I'd recommend using the Deep Learning Container on dockerhub to setup up the virt...

3 maanden ago | 0

Answered
Model is not training at all!!!
HI John, What type of problem are you looking to train? Is it a CNN on an image problem? What are the spec's of your machine? ...

3 maanden ago | 0

Answered
Which deep learning layer to use for autoencoder using the deep learning designer?
Autoencoders can be created using a variety of architectures, so there is no single layer. This page gives an overview, and ex...

3 maanden ago | 0

Answered
Math used for BiLSTMLayer in predict function
Hi James, One option for exporting is to export the network to onnx format using exportONNXnetwork. Once exported you could ei...

4 maanden ago | 0

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Answered
I can't install Add ons...
If the Add on explorer isn't working, try downloading it from the File Exchange: https://www.mathworks.com/matlabcentral/fileex...

4 maanden ago | 0

Answered
Is it possible to train Neural Networks in Simulink?
Hi Jon, The Stateful Predict and Stateful Classify blocks can be used to import trainedt recurrent neural networks into Simulin...

4 maanden ago | 0

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Answered
Neural ODE for dynamic systems with input signals
Hi Bowei, Thanks for the feedback on our neural ode example! For your request, can you elloborate on what type of signal e(t) m...

4 maanden ago | 0

Answered
maskrcnn example is not training
Hi Sam, What version of MATLAB are you running? David

5 maanden ago | 0

Answered
Can anyone explain why CNN model trained using Deep Learning Toolbox in Matlab predicts much faster than one built in Pytorch or TensorFlow?
Hi Cat-22, Thanks for bringing this to our attention! It would be great to look into this benchmark you've raised. Would you b...

5 maanden ago | 0

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