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Overfitting and Underfitting in Deep Learning

Overfitting and Underfitting in Deep Learning

June 6 2022 Yacine Rouizi
Keras and TensorFlow Deep Learning

There are two major problems when training neural networks: overfitting and underfitting. Overfitting is a problem that can occur when the model is too sensitive to the training data. The model will then fail to generalize and perform well on new data...


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Save and Load Models with TensorFlow

Save and Load Models with TensorFlow

May 23 2022 Yacine Rouizi
Keras and TensorFlow Deep Learning

Training a deep neural network can take hours or even days to complete. It is not practical to train such a neural network every time you want to make predictions. In this case, you can save and then later reload your model.


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10 Best Python Books for Beginners and Advanced  Programmers

10 Best Python Books for Beginners and Advanced Programmers

May 18 2022 Yacine Rouizi
Python Books

There are so many books out there that it can be hard to find the right book for you. Below I'll give you my selections for the best 10 Python books for beginners and advanced programmers.


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Edge and Contour Detection with OpenCV and Python

Edge and Contour Detection with OpenCV and Python

May 2 2022 Yacine Rouizi
OpenCV Image Processing

In this tutorial, we are going to see how to detect edges and contours on an image. Edge detection is a fundamental task in computer vision. It can be defined as the task of finding boundaries between regions that have different properties.


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How to Rotate Images with OpenCV and Python

How to Rotate Images with OpenCV and Python

April 1 2022 Yacine Rouizi
OpenCV Image Processing

In this tutorial, we will see how to rotate images with OpenCV using some built-in functions. The first one is cv2.getRotationMatrix2D which, as its name suggests, will give us the transformation matrix that we will use to rotate the image ...


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7 Best Machine Learning Courses for Beginners and Advanced

7 Best Machine Learning Courses for Beginners and Advanced

March 8 2022 Yacine Rouizi
Courses Machine Learning

There are so many courses out there that it can be hard to find the best courses. Below I'll give you my selections for the best 7 ML courses for beginners and advanced.


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Number Plate Recognition with OpenCV and EasyOCR

Number Plate Recognition with OpenCV and EasyOCR

Feb. 28 2022 Yacine Rouizi
OpenCV Computer Vision Object Detection Optical Character Recognition

In this tutorial, you will learn how to use OpenCV and the EasyOCR package to automatically perform license/number plates recognition.


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Number Plate Detection with OpenCV and Python

Number Plate Detection with OpenCV and Python

Feb. 14 2022 Yacine Rouizi
OpenCV Computer Vision Object Detection

In this tutorial, we will see how to use OpenCV Haar Cascades to detect license/number plates.


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