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Andrea Daou


2020 年からアクティブ

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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質問


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...

15日 前 | 0 件の回答 | 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...

2ヶ月 前 | 0 件の回答 | 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 ...

2ヶ月 前 | 0 件の回答 | 0

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質問


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 ...

7ヶ月 前 | 0 件の回答 | 0

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質問


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...

7ヶ月 前 | 1 件の回答 | 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...

約1年 前 | 0

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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 ...

約1年 前 | 0

質問


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...

約1年 前 | 2 件の回答 | 0

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質問


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

1年以上 前 | 2 件の回答 | 0

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質問


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年以上 前 | 2 件の回答 | 0

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質問


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年以上 前 | 1 件の回答 | 0

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質問


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年以上 前 | 1 件の回答 | 0

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質問


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年以上 前 | 0 件の回答 | 0

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質問


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年以上 前 | 0 件の回答 | 0

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質問


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年以上 前 | 0 件の回答 | 0

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質問


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年以上 前 | 0 件の回答 | 0

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質問


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...

2年弱 前 | 0 件の回答 | 1

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質問


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

2年弱 前 | 0 件の回答 | 0

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質問


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年以上 前 | 2 件の回答 | 0

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質問


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年以上 前 | 0 件の回答 | 0

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質問


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年以上 前 | 0 件の回答 | 0

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質問


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年以上 前 | 2 件の回答 | 0

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