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identifying all objects in an image using CNN-based object detection
HI Eric, The example uses a simple deep learning network. Try using Yolo-V4 or EfficientDet instead. Another thing you might ...

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How to solve the following drift problems when using long-term short-term memory (LSTM) network to predict time series data？
For time series forecasting, as you've seen too short and the model forecast will drift over time. Too long, and the model may ...

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Determine the GA accuracy
What are your inputs are they optimization parameters? What is your output, is it accuracy? If so what metrics are you looking ...

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Does MATLAB support YOLOv4
Hi, The following link on GitHub shows MATLAB's Pretrained YOLO v4 Network For Object Detection

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How to integrate a trained LSTM neural network to a Simulink model?
You can use the Stateful predict, or Stateful classify to for using a trained LSTM with Simulink Here are some links: Predict ...

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How to load trained R-CNN model to SIMULINK
As of R2021b, you can simulate and generate code for deep learning object detectors in Simulink®. The Analysis & Enhancement blo...

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MATLAB on AWS Stack/Instance
Hi Matt, Firstly, if you'd like to automate the creation of the VM on AWS, I'd recommend using our Deep Learning Container on D...

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How to implement the trained neural network in smulink model?
Is this a shallow network as trained by: https://www.mathworks.com/help/deeplearning/ref/network.train.html If so, have yo...

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Predictive Maintenance Convolution Neural Network Algorithm Error
Hi, it's difficult to debug based on the error message alone. First things to check: Did the example run without error on yo...

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importKerasNetwork does not work: provide support for importing keras (with tensorflow backend) models with custom layers / custom activation functions
@Sandy Kumar, R2018a is too earlier of a version to try importing. Do you have access to the latest version R2021b or R2021a? I...

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Import yolov5s.onnx with a yolov5ObjectDetector
Hi Niklas, Are you able to point to where the ONNX yolov5 was obtained? It's hard to say why the detector is not there without ...

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Who added Matlab deep learning architectures?
If you go to the MATLAB doc page for each network, it will show the references at the bottom: For example, in Googlenet: htt...

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Industrial Machinery Anomaly Detection, Part02_Modeling.mlx: extractLabeledData
Hi Juliette, Referring to this GitHub example https://github.com/matlab-deep-learning/Industrial-Machinery-Anomaly-Detection Y...

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How do I create a 1D CNN
Hi, as of R2021b, you can create and train deep learning networks with 1-D convolution and pooling layers for sequence and time ...

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Steps necessary to setup RTX A5000 on Matlab 2019.b or 2020.a
Hi Michel, Full support for Ampere is only available as of R2021a: https://mathworks.com/help/parallel-computing/gpu-support-b...

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Matlab internal error running documentation example
Hi Luke, The example runs fine on my machine running R2021a. What version of MATLAB are you using? (>> ver) David

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How visual speech recognition is done using CNN and LSTM in Matlab?
Hi Shilpa, Here is a good starting page to learning about how Deep Learning can be used in Audio Processing: https://www.mathw...

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How do I import yolov3 onnx model into MATLAB?
Hi Alex, Have you seen that there is access to yolov3 in matlab? https://www.mathworks.com/help/vision/ug/object-detection-usi...

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How can i obtain a Narx block in Simulink independent from the sample time of the identified neural network?
Marco, As the NNet is trained on a specific sample time, it's likely not going to predict well at different sample times. My re...

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Different Training performance in release 2018 and 2021
Hi Mohamed, Are you referring to this example? https://www.mathworks.com/help/deeplearning/ug/denoise-speech-using-deep-learni...

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How to handle a special case of missing data in Neural Networks?
Hi Miles, I'd recommend adding additional 2 columns that indicate when Event 2 & 3 are active. I.e. the first column will have...

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How to update weight of pre-trained network (Resnet50) using deep network designer
Hi, Deep Network Designer has no capability of editing Weights directly, this is normally done during the training process. Ho...

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GPU For Deep Learning Designer
Hi Nitish, Some questions to help debug this issue: What version of MATLAB are you using? What GPU? What NVIDIA library d...

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How to get encoder and decoder parts of autoencoder in order to stack them?
Hi, That example is using the older Neural Networks functionalilty. I'd recommend looking at one of the examples using the ne...

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How to use ANN model as fitness function in genetic algorithm
Hi Rihan, Can I ask what in the model are you trying to optimize? Typically Optimization is used to determine the optimal para...

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How to split a large image into many small images?
Hi Syed, I'd encourge you to use blockedImage along with blockedImagedatastore, it will help you perform the block operations f...

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initialization of neural network in simulink
Hi, Are you looking to train a NN model directly from Simulink? Or run a pretrained model in Simulink? A typical workflow we ...

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How can I install a MATLAB Toolbox from the command line without a GUI?
Hi Pablo, There are 2 ways which you could get VGG-16 from the command line: Approach1: This approach will get you the network...

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Deep learning textbook or online course
Hi Omar, I'd recommend starting with our Deep Learning Onramp. David

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Trained Series Network apply in SIMULINK
Hi Chuan-Yu, As of R2021a there is a stateful-classify block in Simulink. The Stateful Classify block predicts class labels for...

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