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How to Read and Write Videos with OpenCV  and Python

How to Read and Write Videos with OpenCV and Python

Nov. 26 2021 Yacine Rouizi
OpenCV Image Processing

In this tutorial, I will show you how to read and write videos using OpenCV's built-in classes. We will use cv2.VideoCapture to read a video and cv2.VideoWriter to write a video.


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Transfer Learning with Keras, TensorFlow, and Python

Transfer Learning with Keras, TensorFlow, and Python

Nov. 12 2021 Yacine Rouizi
Keras and TensorFlow Deep Learning

... in today's blog post, I will show you how to do transfer learning via feature extraction with the second option to classify images of flowers. We will be using the VGG16 pre-trained model as our base model for feature extraction.


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16 Best Machine Learning Books

16 Best Machine Learning Books

Nov. 7 2021 Yacine Rouizi
Machine Learning Books

In this article, I selected the best books to learn machine learning and deep learning for beginners and advanced programmers.


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Transfer Learning and Fine-tuning with Keras, TensorFlow, and Python

Transfer Learning and Fine-tuning with Keras, TensorFlow, and Python

Oct. 31 2021 Yacine Rouizi
Keras and TensorFlow Deep Learning

In this tutorial, we will use transfer learning and fine-tuning with Python, Keras, and deep learning to classify images from the dogs vs cats dataset. We will use the VGG 19 model pre-trained on ImageNet as our base model for feature extraction.


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Convolutional Neural Network for Image Classification with Python and Keras

Convolutional Neural Network for Image Classification with Python and Keras

Oct. 16 2021 Yacine Rouizi
Keras and TensorFlow Deep Learning

In deep learning, a convolutional neural network is a class of deep neural networks that have been used with great success in computer vision tasks such as image classification, object detection, image segmentation, ...


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How to Read, Write, and Save Images with OpenCV  and Python

How to Read, Write, and Save Images with OpenCV and Python

Sept. 30 2021 Yacine Rouizi
OpenCV Image Processing

In this tutorial, I will show you how to read, display, and write images using OpenCV's built-in functions.


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Control a Smart Device using Tuya API and Python

Control a Smart Device using Tuya API and Python

Sept. 23 2021 Yacine Rouizi
Tuya IoT Platform

In today's post, I will show you how to use Python and the internet of things to control a smart device. The internet of things is a system of interrelated sensors, software, and other technologies that can be connected to the internet ...


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Image Classification with Python, TensorFlow and Deep Learning

Image Classification with Python, TensorFlow and Deep Learning

Sept. 15 2021 Yacine Rouizi
Keras and TensorFlow Deep Learning

In this tutorial, we will tackle the Fashion MNIST dataset to train a neural network that will classify images of clothing. The dataset contains 70,000 grayscale images of 28 × 28 pixels each in 10 categories.


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