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Andrea Daou


Active since 2020

Electrical and Electronics Eng. Researcher PhD Student

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

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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...

2 days ago | 0 answers | 0

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answers

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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...

2 months ago | 0 answers | 0

0

answers

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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 ...

2 months ago | 0 answers | 0

0

answers

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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 ...

6 months ago | 0 answers | 0

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...

6 months ago | 1 answer | 0

1

answer

Answered
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...

1 year ago | 0

Answered
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 ...

1 year ago | 0

Question


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...

1 year ago | 2 answers | 0

2

answers

Question


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

1 year ago | 2 answers | 0

2

answers

Question


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...

1 year ago | 2 answers | 0

2

answers

Question


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....

1 year ago | 1 answer | 0

1

answer

Question


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...

1 year ago | 1 answer | 0

1

answer

Question


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...

1 year ago | 0 answers | 0

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answers

Question


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...

1 year ago | 0 answers | 0

0

answers

Question


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. ...

1 year ago | 0 answers | 0

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answers

Question


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 ...

1 year ago | 0 answers | 0

0

answers

Question


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...

1 year ago | 0 answers | 1

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answers

Question


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

2 years ago | 0 answers | 0

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answers

Question


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...

2 years ago | 2 answers | 0

2

answers

Question


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...

2 years ago | 0 answers | 0

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answers

Question


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...

2 years ago | 0 answers | 0

0

answers

Question


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...

2 years ago | 2 answers | 0

2

answers