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Question
Speed up gain by GPU parallel processing
Hi, I tried to run the following code using both GPU and CPU parallel processing. The amount of speed up I achieved after runni...
1 year ago | 2 answers | 0
2
answersQuestion
Creating AlphaShape from triangulation dataset
Is there any way to directly generate an 3D alpha shape from the triangulation dataset ( points and connectivity list matrices)?...
1 year ago | 1 answer | 0
1
answerQuestion
Inconsistent training loss curve when training UNet with and without convergence criterion
I want to train a semantic segmentation model using UNet layers. I trained the model one time without any convergence criterio...
2 years ago | 1 answer | 1
1
answerQuestion
imageDatastore for volumetric images
I want to use the imageDatastore command to prepare the training set for training a volumetric convolutional neural network-base...
2 years ago | 2 answers | 0
2
answersQuestion
Why MATLAB uses the Newton’s Gradient Descent as the solver for fitcnet?
I want to train a neural network to perform image segmentation using fitcnet. I noticed that MATLAB uses the Newton’s Gradient D...
2 years ago | 1 answer | 0
1
answerQuestion
how to run a function on GPU cores
I want to run a very simple custom function on GPU. This function repeat reading an image and perform some predictions using an ...
2 years ago | 3 answers | 0
3
answersExtracting the CNN filters weights after training
I just noticed that they are available in the trained model variable.
2 years ago | 0
| accepted
Question
Extracting the CNN filters weights after training
Hi Everyone, Is there anyway to extract the filters weights after training the UNet in MATLAB? Thank you in advance, Best.
2 years ago | 1 answer | 0
1
answerQuestion
Developing a convolutional neural network from scratch in MATLAB
Hi Everyone, I am trying to understand the architecture of the convolutional neural network (CNN) by developing its algorithm f...
2 years ago | 1 answer | 0
1
answerQuestion
Fitting 3D B-Spline (Nurbs) curves to a set of points in 3D space
Hi Everyone, I have a set of point coordinates in 3D space (xyz). I want to fit a Non-uniform rational basis spline (NURBS) cur...
3 years ago | 1 answer | 0
1
answerQuestion
Defining a mathematical function as the summation of multiple functions
Hi, I want to define the function below in MATLAB and then minimized it using fminsearch. What I did was to define a loop a...
3 years ago | 2 answers | 0
2
answersQuestion
What is a good performance metric for pixels classification tasks
Hi everyone, I recently developed a machine-learning based algorithm to identify some specific regions of interest in a series ...
3 years ago | 1 answer | 0
1
answerQuestion
How to reduce the time required for training a logistic regression classifier
Hi everyone, I am trying to train and use a logistic regression classifier using stepwiseglm function. The regression function ...
3 years ago | 1 answer | 0
1
answerQuestion
Problem with reading colorful images with png format
Hi, When I read the attached image in MATLAB using its imread function, the image is automatically converted to a grayscale ima...
3 years ago | 1 answer | 0
1
answerQuestion
Random forest prediction probabilities
Hi, I trained a random forest model using MATLAB's "TreeBagger" function. However, when I use the "predict" function, my probab...
4 years ago | 1 answer | 0
1
answerQuestion
Images segmentation methods in MATLAB
Hi, I want to convert the attached image #1 to the image #2 in MATLAB. I did this using a photo editing software but would like...
4 years ago | 1 answer | 0
1
answerQuestion
Extrema of a PointCloud surface
Hi, I have a set of data points in 3D space (a matrix of (n x 3), in which each row corresponds to a point) that are extracted ...
4 years ago | 1 answer | 0
1
answerQuestion
Volume of stl files
Hi All, I have an STL file that contains many many small sized particles. I am wondering if there is any way to calculate the...
5 years ago | 1 answer | 0
1
answerQuestion
Cell rows/columns size
Hi, I have a m by n cell in which some rows has less than 10 strings and the remaining elements are empty ([ ]). I now want to ...
5 years ago | 1 answer | 0
