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Mohammed El Amine Mokhtari
Mohammed El Amine Mokhtari

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Apr 24

How to Convert .seq Files into MP4

FFmpeg for Sequence Conversions — The original blog in my website is here. This is a quick blog post about how to work with .seq files. The .seq extension is used for video jpeg sequences. So, if you’re working on computer vision algorithms, you might come across some datasets in the form of jpeg sequences…

Computer Vision

2 min read

How to Convert .seq Files into MP4
How to Convert .seq Files into MP4

Published in Python in Plain English

·Mar 15

Fill a Random Shape in an Image Using Python & OpenCV

A guide on how to use Python and OpenCV to fill a circle, rectangle, or any random shape in an image. — The original blog post on my website is here: Fill a Random Shape in an Image Using Python & OpenCV - PYCAD In this blog post, I am going to show you how to fill a random shape in an image using OpenCV and Python with few lines…pycad.co Introduction In this blog post, I’ll show you how to use Python and OpenCV to fill a circle, rectangle, or any random shape in an image. You may wonder why we require this type of operation! …

Python

3 min read

Fill a Random Shape in an Image Using Python & OpenCV
Fill a Random Shape in an Image Using Python & OpenCV

Published in Level Up Coding

·Mar 12

Onnxruntime & OpenCV for C++

The Complete Guide to Install Onnxruntime & OpenCV on VS for C++ With a few clicks — The original blog post on my website is here. Introduction Most of us struggle to install Onnxruntime, OpenCV, or other C++ libraries. …

Onnx Runtime

4 min read

Onnxruntime & OpenCV for C++
Onnxruntime & OpenCV for C++

Published in Level Up Coding

·Jan 21

Automatic Liver Segmentation — Part 4/4: Train and Test the Model

Keywords: Python, Monai, PyTorch, 3D U-Net, CT scans — The original blog post on my website is here. Abstract Let’s talk about how to start the training after we’ve prepared the data and installed the packages. …

AI

4 min read

Automatic Liver Segmentation — Part 4/4: Train and Test the Model
Automatic Liver Segmentation — Part 4/4: Train and Test the Model

Published in Level Up Coding

·Jan 19

Automatic Liver Segmentation — Part 3/4: Common Errors

Keywords: Python, Monai, PyTorch, 3D U-Net, CT scans — The original blog post on my website is here. Abstract In this short article, I will discuss the most common issues that you may encounter while using Monai. Because I discovered that sometimes you won’t be able to identify where the errors come from because you won’t be able to find…

AI

14 min read

Automatic Liver Segmentation — Part 3/4: Common Errors
Automatic Liver Segmentation — Part 3/4: Common Errors

Published in Level Up Coding

·Jan 17

Automatic Liver Segmentation — Part 2/4: Data Preparation and Preprocess

Keywords: Python, Monai, PyTorch, Kaggle, Decathlon Dataset — The original blog post on my website is here. Abstract One of the most significant aspects of the liver segmentation process is this part of the series. We will discuss the following topics: How to find and download the dataset. How to prepare the data after downloading it (before the preprocess). …

AI

10 min read

Automatic Liver Segmentation — Part 2/4: Data Preparation and  Preprocess
Automatic Liver Segmentation — Part 2/4: Data Preparation and  Preprocess

Published in Level Up Coding

·Jan 15

Automatic Liver Segmentation — Part 1/4: Introduction

Keywords: Python, Monai, PyTorch, 3D U-Net, CT scans — The original blog post in my website is here. Abstract Deep learning is an important machine learning technique that helps computers identify objects in images. Medical images are used in diagnosis and treatment of diseases, injuries, and congenital abnormalities. Deep learning can be used to detect diseases like cancer by finding…

AI

5 min read

Automatic Liver Segmentation — Part 1/4: Introduction
Automatic Liver Segmentation — Part 1/4: Introduction

Nov 16, 2021

Blog #1 About my PhD: Introduction to the Subject

My Journey during my PhD in Computer Vision — The original article on my website is here. My name is Mohammed El Amine MOKHTARI, and I am a computer vision research assistant who is also pursuing a Ph.D. …

Computer Vision

6 min read

Blog #1 About my PhD: Introduction to the Subject
Blog #1 About my PhD: Introduction to the Subject

Published in Level Up Coding

·Nov 6, 2021

How to Convert a Nifti File into Dicom Series Using Python

Nifti to Dicom — The original article on my website is here. Abstract During my internship for my master’s degree in computer vision, I worked on a project that used U-Net to segment tumors throughout the body. It was a difficult project; I had a lot of tasks to complete, including data preparation. So, in…

Medical Imaging

5 min read

How to Convert a Nifti File into Dicom Series Using Python
How to Convert a Nifti File into Dicom Series Using Python

Oct 20, 2021

I’m Starting a PhD in Computer Vision

My New Update — The original article on my website is here. Who I am? My name is Mohammed El Amine MOKHTARI, and I am from Algeria. I am currently residing in France. I recently completed my master’s degree in computer vision and work as an online content creator. In this article, I’ll tell you a little…

Ph D

4 min read

I’m Starting a PhD in Computer Vision
I’m Starting a PhD in Computer Vision
Mohammed El Amine Mokhtari

Mohammed El Amine Mokhtari

I'm a computer vision research assistant, YouTuber and online content creator. Founder of: https://pycad.co/

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