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Andrea Daou


Aktiv seit 2020

Programming Languages:
Python, C++, C, C#, MATLAB, SQL, Visual Basic
Spoken Languages:
English, French, Arabic
Professional Interests:
Image Data Workflows, Image Processing and Computer Vision, Deep Learning for Image Processing

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Frage


Train a Siamese Network with MATLAB R2019a
Hello all, Is it possible to train a siamese network with matlab R2019a knowing that the function "dlnetwork" wasn't introduced...

mehr als ein Jahr vor | 0 Antworten | 0

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Retrieve layer-level latencies of CNN model during inference
Hello all, Is there any way to retrieve latencies of each layer of the trained CNN during inference (with MATLAB R2019a) ? I s...

mehr als ein Jahr vor | 0 Antworten | 0

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Trained CNN model partitioning into two networks
Hello all, I have fine-tuned a pretrained CNN and created a system for a definite classification problem (this system is a bit ...

mehr als ein Jahr vor | 0 Antworten | 0

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trainYOLOv​2ObjectDet​ector validation option
Hello, I am training a yolov2 model for object detection. Is there any way to validate the model with validation data ? I am ...

fast 2 Jahre vor | 0 Antworten | 0

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Data Augmentation for images and bounding boxes in Object Detection
Hello all, I am trying to apply data augmentation on a object detection dataset created with Image Labeler App in MATLAB. As ex...

fast 2 Jahre vor | 1 Antwort | 0

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How to integrate Matlab model in an app designed in android studio?
Hello, Are you working with CNN deep learning image classification models? If yes, you can convert your trained MATLAB CNN mode...

mehr als 2 Jahre vor | 0

Beantwortet
How to classify with DAG network from checkpoint
Hello, I know an answer was accepted for this question but I have a response that might be useful. If the use of network from ...

mehr als 2 Jahre vor | 0

Frage


Image Normalization before Fine-Tuning a pretrained CNN for image classification
Hello, Is it possible to directly add an image normalization step, to this training code below, to normalize all the dataset i...

mehr als 2 Jahre vor | 2 Antworten | 0

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Frage


imageInputLayer Normalization - Data normalization options
Hello, In layer = imageInputLayer(inputSize,Name,Value), it is mentioned that the Normalization value can take 'zerocenter', 'z...

mehr als 2 Jahre vor | 2 Antworten | 0

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Matlab CNN model to ONNX - Inference Image Classification Results
Hello all, I used 'exportONNXNetwork(net,filename)' function to export a fine-tuned CNN .mat model (mobilenet pretrained and fi...

mehr als 2 Jahre vor | 2 Antworten | 0

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Frage


Exporting Matlab trained CNN model to ONNX Problem
Hello, I exported CNN .mat file to .onnx using exportONNXNetwork function so I can use it with tensorflow-lite for android use....

mehr als 2 Jahre vor | 1 Antwort | 0

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Frage


Feature vector dimension reduction (PCA)
Hello, How can reduce a feature vector of dimension K*N to a feature vectore of dimension K*M with M<N (image classification ta...

fast 3 Jahre vor | 1 Antwort | 0

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Concatenate features for image classification
Hello all, If I want to concatenate features extracted from fully connected layer of a CNN with features extracted from a handc...

fast 3 Jahre vor | 0 Antworten | 0

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Modify a Convolutional Neural Network
Hello, I am working on a task related to image classification. I want to modify my CNN and add a HOG feature extractor in paral...

fast 3 Jahre vor | 0 Antworten | 0

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imageImageLayer with variable image size for Fully Convolutional Network (FCN)
Hello all, I am modifying a pretrained CNN to an FCN and I want to create an input layer that takes variable image dimensions. ...

fast 3 Jahre vor | 0 Antworten | 0

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CNN / Fully Convolutional Network in Image classification
Hello, Are fully convolutional networks (FCN) good for image classification? Is it possible to modify a pretrained CNN to get ...

fast 3 Jahre vor | 0 Antworten | 0

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Split image dataset into two separate folders
Hello all, I need to split an image dataset folder into two seperate folders. In general i use : imds = imageDatastore(data...

etwa 3 Jahre vor | 0 Antworten | 1

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Frage


Validation Frequency - CNN Training
Hello, I have a question concerning the validation frequency in options when fine-tuning a pretrained network (image classifica...

etwa 3 Jahre vor | 1 Antwort | 0

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Frage


Does this variable exist
Hello, Is it possible to check if a sub variable of a variable existing in the workspace exists? For exemple 'layers' variabl...

mehr als 3 Jahre vor | 2 Antworten | 0

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Frage


Built-in functions variables not function arguments
Hello! Is it possible to get values of variables calculated in a built-in function (for exemple "classify") used in my matlab c...

mehr als 3 Jahre vor | 0 Antworten | 0

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Null coefficients when classifying an image
Hello guys! I have a question related to image classification problems. After training my network and finishing the offline pha...

mehr als 3 Jahre vor | 0 Antworten | 0

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Frage


Unknown Class in an Image Classification Problem
Hello, I am using a pretrained model to classify my images (SqueezeNet). I have a database of images of n classes each one in a...

fast 4 Jahre vor | 2 Antworten | 0

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