Ranjeet
MathWorks
Followers: 1 Following: 0
I am a Software Engineer at MathWorks. I work with Engineering Development Group to enhance processes, develop skills and contribute to critical development initiatives. I am passionate about MathWorks products, deep learning tools, and programming. My personal hobbies include music, badminton and spontaneous adventures. Disclaimer: All opinions I express on this forum are my own, and not representative of MathWorks.
Python, C++, C, MATLAB, SQL
Spoken Languages:
English, Hindi
Pronouns:
He/him
Professional Interests:
Deep Learning Toolbox, Deep Learning INT8 Quantization
Statistiques
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How to create Seq2Seq Attention regression model with Matlab?
Hi Shan, You may refer to the following example presenting sequence to sequence regression using attention mechanism – Seq...
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I have a set of 2D arrays that I have stacked into a 3D array, how do I make the volume segmentation tool interpolate between layers without manually inputting an ROI?
Hi Riley, The ‘Volume Segmenter’ tool provides functionality of automatic ROI selection on multiple images slices if the ROI ...
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Amount of Memory needed for various Networks?
Hi Wilson, The amount of memory needed by a network depends on number of learnable parameters and activations. You may analys...
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SURF features for object tracking
Hi Pol, The key message in the provided error message is “Could not find enough inliers in matchedPoint1 and matchedPoint2”. ...
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In the fire detection project, the code barely works, but when it detects the color, it considers it as fire as well,If you can help me add a condition for fire motion, I don'
Hi Mohammed, The approach provide in the code applies thresholding to each pixel in an image and decides if there is fire or n...
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Interpolation of graphical output in color-coded scatterplot
Hi AN The problem you are trying to solve is essentially interpolation of a 3D scattered data. The following resources are sug...
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How can I prepare my dataset to fed into a stacked Autoencoder
Hi Debojit, The guidance on how to prepare dataset to fed into a stacked network has been provided in the following example –...
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Error in running narx, feedforward netowrk
Hi Sanket, The error you are facing is same as the one in the following link - Problem with feedforwardnet function: not e...
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Train VAE for image generation
Hi Debojit, As per the error message provided, the decoder (netD) output size is not matching with what is being fed to the e...
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The "deep network quantizer" APP has problem with C++ MEX compiler
Hi Tao, The error message in the image attached clearly show that the selected C++ compiler is “MinGW64”. As you state that y...
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My dataset consists of 322 samples in four categories, with the last column being labeled，Please help me take a look at my code and why the accuracy is very low？
Hi Wentong, As per the dataset/information provided, there are only 322 samples collectively for all the classes. The data...
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Solving second order ODEs with ANN
Hi Dimitris, I assume that the code you provided has been adopted from the following resource Solve Ordinary Differential Equa...
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Error using trainNetwork: asking for same sequence length.
Hi Andrew, It seems you are providing wrong input sequence layer length while initializing the following layer sequenceInput...
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How to add noise to an augmentedImageDatastore for neural network training
Hi Noe, As per my understanding, you want to add random noise to image along with random scaling, translation etc. Currently,...
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Error using trainNetwork. Output size does not match the response size.
Hi Zachary, I understand that you want to train a neural network with input and output of size [100, 100, 10]. The input has b...
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How to train single-class classification ?
Hi Jenifer, As per the description, it is a one-class classification task. If the occurrence of the target image (the one cla...
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Error using nnet.cnn.LayerGraph>iThrowErrorIfLayerHasMultipleInputs Layer 'inception_3a-output' has multiple inputs. Specify which input of layer 'inception_3a-output' to use.
Hi Tan, You are extracting layers from ‘GoogleNet’ in the following code and then using the extracted layer to form a ‘layerGr...
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Fill the occlusion in 3D point cloud data
Hi Gayathri, I assume that there are invalid points in the point cloud you generated. Invalid points will be of form ‘[Inf, In...
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Why does Network Analyzer warn me network architecture is not supported by trainNetwork when I follow the exact steps of the fasterRCNNLayers example?
Hi Dominique, The warning message shows that the ‘Faster R-CNN’ network is not supported to be trained using trainNetwork. How...
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Predict classification of a set of images using googlenet
Assuming that another set of images belong to the four seed categories, then no extra work is required. The trained 'GoolgeNet' ...
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Why are my Ximea camera device not detected using the Image Acquisition. A warning poped "No devices were detected for the 'gentl' adaptor"
I suggest going through the following resources to debug the issue: USB camera not recognized by Imaqtool. GenlCam GenTL Hardw...
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Detect clouds in IR images, taking a cloud-free scene as a reference
The objective is a 3-class classification problem. It would be useful to formulate the task with the help of following resource ...
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How can I use Automatic differentiation tools to specify gradient to fsolve?
As per my understanding, there is data incompatibility issue while using some functions. It is suggested to first convert the 'd...
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How do I Verify Robustness of Deep Learning Neural Network with custom data?
verifyNetworkRobustness uses dlarray as inputs for lower and upper limits. As shown in the example, the input images have been c...
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SliceViewer removed toolbar with data tips, zoom options, and pan functions?
A ticket has been raised for the issue and it should be addressed in future update/release.
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What is the criteria behind choosing number of neurons and layers in this MATLAB example? "Solve Partial Differential Equation with LBFGS Method and Deep Learning"
The example given refers to the work Physics Informed Deep Learning (Part I): Data-driven Solutions of Nonlinear Partial Differe...
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How to Fourier Phase scramble whole coloured images?
You may refer to the following links to get started with Fourier Phase Scrambling and experiment for your image data. How to F...
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Custom loss function with LSTM for Physics Informed Machine Learning
To use a custom loss function, a custom layer can be created by following the documentation below, it has templates for defining...
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Getting error : Invalid bounding boxes
Hello Adrian, As evident from the example you gave, the image has a valid bounding box [1407,101.500000000000,179,979] but the ...
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looped start video recording (when there is motion) and stop video recording (when there is no motion) through image acquisition(maybe image processing)
Hi Umair, Your problem state confines to creating a binary classifier (2 classes) for empty and non-empty classes based on imag...
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