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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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How to Crop Images with OpenCV and Python

How to Crop Images with OpenCV and Python

Sept. 6 2021 Yacine Rouizi
OpenCV Image Processing

In OpenCV, images are simply Numpy arrays. So we can use Numpy array slicing to crop an image and remove the part we are not interested in.


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Django Celery Result Backend

Django Celery Result Backend

Aug. 27 2021 Yacine Rouizi
Celery Django

Celery uses a result backend to keep track of the tasks’ states. In this tutorial, we are going to use the RPC (RabbitMQ/AMQP) result backend to store and retrieve the states of tasks.


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6 Best Django Courses for Beginners and Advanced Programmers

6 Best Django Courses for Beginners and Advanced Programmers

Aug. 22 2021 Yacine Rouizi
Django Courses

There are so many online courses on Django that it's hard to find a course that's high quality and up-to-date. In this article, I will give you my selection of 6 of the best online courses to learn Django.


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