TensorFlow is a popular deep-learning framework that provides a variety of tools to help users build, train, and deploy machine-learning models. One of the most… Read More
Tag Archives: Tensorflow
Convolutional Neural Network(CNN) is a neural network architecture in Deep Learning, used to recognize the pattern from structured arrays. However, over many years, CNN architectures… Read More
Tensorflow is a popular open-source platform for building and training machine learning models. It provides several techniques for loading and preparing the dataset to get… Read More
To reduce a model’s cost function, machine learning practitioners frequently employ the gradient descent optimization procedure. It entails incrementally changing the model’s parameters in the… Read More
Deep transfer learning is a machine learning technique that utilizes the knowledge learned from one task to improve the performance of another related task. This… Read More
Padding is a technique used in convolutional neural networks (CNNs) to preserve the spatial dimensions of the input data and prevent the loss of information… Read More
An epoch in machine learning is one complete pass through the entire training dataset. One pass means a complete forward and backward pass through the… Read More
In this article, we’ll create an image recognition model using TensorFlow and Keras. TensorFlow is a robust deep learning framework, and Keras is a high-level… Read More
In this article, we will create Homogeneous Graphs using dgl (Deep Graph Library) library. Graphs are nothing but collections of Nodes/Vertices and Edges. Also, Edges… Read More
Image segmentation refers to the task of annotating a single class to different groups of pixels. While the input is an image, the output is… Read More
It is assumed that the reader knows the concepts of Neural Networks and Convolutional Neural Networks. If you are sure about the topics please refer… Read More
Tensorflow.js is an open-source library developed by Google for running machine learning models and deep learning neural networks in the browser or node environment. The… Read More
The tf.layers.dense() is an inbuilt function of Tensorflow.js library. This function is used to create fully connected layers, in which every output depends on every… Read More
Tensorflow.js is an open-source library developed by Google for running machine learning models and deep learning neural networks in the browser or node environment. It… Read More
Tensorflow.js is an open-source library developed by Google for running machine learning models and deep learning neural networks in the browser or node environment. The… Read More
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