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This guide trains a neural network model to classify images of clothing, like sneakers and shirts, saves the trained model, and then serves it with TensorFlow Serving. The focus is on TensorFlow Serving, rather than the modeling and training in TensorFlow.
Aug 16, 2024 · This tutorial focuses on the task of image segmentation, using a modified U-Net.. What is image segmentation? In an image classification task, the network assigns a label (or class) to each input image.
Sep 29, 2022 · What is Tensor in Tensorflow. TensorFlow, as the name indicates, is a framework to define and run computations involving tensors. A tensor is a generalization of vectors and matrices to potentially higher dimensions. Internally, TensorFlow represents tensors as n-dimensional arrays of base datatypes.
Aug 15, 2024 · TensorFlow supports tf.sparse.SparseTensor and related operations to store sparse data efficiently. A tf.SparseTensor , shape: [3, 4] # Sparse tensors store values by index in a memory-efficient manner sparse_tensor = tf . sparse .
This tutorial is a Google Colaboratory notebook. Python programs are run directly in the browser—a great way to learn and use TensorFlow. To follow this tutorial, run the notebook in Google Colab by clicking the button at the top of this page.
Dec 8, 2020 · TensorFlow time series tutorial - A tutorial on using TensorFlow to forecast weather time series data with TensorFlow. 📕 The Black Swan by Nassim Nicholas Taleb - Nassim Taleb was a pit trader (a trader who trades on their own behalf) for 25 years, this book compiles many of the lessons he learned from first-hand experience.
