Skip to main content
TopMiniSite

Back to all posts

How to Get the Class Names In A Tensorflow Dataset?

Published on
3 min read
How to Get the Class Names In A Tensorflow Dataset? image

Best Machine Learning Tools to Buy in October 2025

1 Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

  • MASTER ML PROJECT TRACKING WITH SCIKIT-LEARN'S COMPREHENSIVE TOOLS.
  • EXPLORE ADVANCED MODELS: SVMS, DECISION TREES, AND ENSEMBLE METHODS.
  • BUILD POWERFUL NEURAL NETS WITH TENSORFLOW AND KERAS FOR DIVERSE TASKS.
BUY & SAVE
$46.95 $89.99
Save 48%
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
2 Lakeshore Multiplication Machine

Lakeshore Multiplication Machine

  • FUN MATH PRACTICE FOR KIDS AT THEIR FINGERTIPS!
  • SELF-CHECKING FOR INDEPENDENT, SKILL-BUILDING PRACTICE.
  • PERFECT FOR TEACHING MULTIPLICATION 1-9 FOR AGES 7-11.
BUY & SAVE
$33.07 $42.00
Save 21%
Lakeshore Multiplication Machine
3 Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems)

Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems)

  • EXCLUSIVE LAUNCH OFFERS TO ATTRACT EARLY ADOPTERS.
  • EYE-CATCHING DESIGN THAT STANDS OUT FROM COMPETITORS.
  • ENHANCED PERFORMANCE FEATURES FOR IMPROVED USER EXPERIENCE.
BUY & SAVE
$54.99 $69.95
Save 21%
Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems)
4 Phonics Machine Learning Pad - Electronic Reading Game for Kids Age 5-11 - Learn to Read with 720 Phonic and Letter Sound Questions

Phonics Machine Learning Pad - Electronic Reading Game for Kids Age 5-11 - Learn to Read with 720 Phonic and Letter Sound Questions

  • RAPID PHONICS MASTERY THROUGH ENGAGING AUDIO AND VISUAL SUPPORT!

  • 13-STEP PHONICS PROGRESSION ENSURES COMPREHENSIVE SKILL DEVELOPMENT.

  • FUN, SCREENLESS QUIZZES BUILD CONFIDENCE AND PHONEMIC AWARENESS!

BUY & SAVE
$29.99 $35.99
Save 17%
Phonics Machine Learning Pad - Electronic Reading Game for Kids Age 5-11 - Learn to Read with 720 Phonic and Letter Sound Questions
5 Data Mining: Practical Machine Learning Tools and Techniques

Data Mining: Practical Machine Learning Tools and Techniques

BUY & SAVE
$75.99 $79.95
Save 5%
Data Mining: Practical Machine Learning Tools and Techniques
6 Learning Resources Magnetic Addition Machine, Math Games, Classroom Supplies, Homeschool Supplies, 26 Pieces, Ages 4+

Learning Resources Magnetic Addition Machine, Math Games, Classroom Supplies, Homeschool Supplies, 26 Pieces, Ages 4+

  • BOOST MATH SKILLS WITH HANDS-ON PLAY FOR AGES 4 AND UP!
  • STRONG MAGNETS EASILY ATTACH TO ANY METAL SURFACE FOR FUN DEMOS.
  • COMPLETE 26-PIECE SET FOSTERS COUNTING, ADDITION, AND MOTOR SKILLS.
BUY & SAVE
$17.69 $30.99
Save 43%
Learning Resources Magnetic Addition Machine, Math Games, Classroom Supplies, Homeschool Supplies, 26 Pieces, Ages 4+
7 Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications

Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications

BUY & SAVE
$40.00 $65.99
Save 39%
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
8 Learning Resources STEM Simple Machines Activity Set, Hands-on Science Activities, 19 Pieces, Ages 5+

Learning Resources STEM Simple Machines Activity Set, Hands-on Science Activities, 19 Pieces, Ages 5+

  • IGNITE STEM CURIOSITY WITH HANDS-ON TOOLS FOR YOUNG EXPLORERS!
  • FOSTER CRITICAL THINKING AND PROBLEM-SOLVING SKILLS IN KIDS!
  • EXPERIENCE REAL-WORLD LEARNING WITH 6 SIMPLE MACHINES ACTIVITIES!
BUY & SAVE
$23.39 $33.99
Save 31%
Learning Resources STEM Simple Machines Activity Set, Hands-on Science Activities, 19 Pieces, Ages 5+
9 Lakeshore Self-Teaching Math Machines - Set of 4

Lakeshore Self-Teaching Math Machines - Set of 4

  • FUN MATH MACHINES MAKE PRACTICE ENGAGING FOR KIDS!
  • SELF-CHECKING DESIGN PROMOTES INDEPENDENT LEARNING.
  • IDEAL FOR MASTERING CORE MATH SKILLS FROM 1-9.
BUY & SAVE
$77.70
Lakeshore Self-Teaching Math Machines - Set of 4
+
ONE MORE?

To get the class names in a TensorFlow dataset, you can use the class_names attribute of the dataset object. This attribute will return a list of all the unique class names present in the dataset. You can then use this list for various purposes such as creating a mapping of class names to class indices, visualizing the distribution of classes in the dataset, or any other analysis that requires access to the class names.

What is the process for retrieving the class names from a TensorFlow dataset?

To retrieve the class names from a TensorFlow dataset, you can follow these steps:

  1. Load the TensorFlow dataset using the tfds.load function. Make sure to specify the version, name, and any additional parameters needed to load the dataset.
  2. Get the class names from the dataset using the tfds.features module. For example, if you are working with an image classification dataset, you can use the following code to access the class names:

dataset_info = tfds.builder('dataset_name').info class_names = dataset_info.features['label'].names

Replace 'dataset_name' with the name of the dataset you are working with.

  1. Print or use the class names as needed in your code.

By following these steps, you can easily retrieve the class names from a TensorFlow dataset and use them in your machine learning models or analysis.

How do I find the class names in a TensorFlow dataset?

To find the class names in a TensorFlow dataset, you can use the class_names attribute of the dataset object. Here's an example code snippet to demonstrate how you can do this:

import tensorflow as tf

Load the dataset

dataset = tf.keras.datasets.fashion_mnist.load_data()

Get the class names

class_names = dataset[0].class_names

Print the class names

print(class_names)

In this example, we are using the Fashion MNIST dataset as an example. Replace fashion_mnist with the dataset you are working with. The class_names attribute will give you a list of the class names in the dataset.

What is the code snippet for getting the class names in a TensorFlow dataset?

To get the class names from a TensorFlow dataset, you can use the class_names attribute of the dataset's class_labels property. Here is a code snippet:

import tensorflow as tf

dataset = tf.keras.utils.get_file("cats_vs_dogs_dataset", "https://download.tensorflow.org/example_images/flower_photos.tgz", cache_dir="./") dataset = tf.keras.preprocessing.image_dataset_from_directory(dataset, image_size=(224, 224))

class_names = dataset.class_names

print(class_names)

This code snippet downloads the "cats_vs_dogs_dataset" dataset from a URL and creates a TensorFlow dataset from it. It then retrieves the class names of the dataset using the class_names attribute and prints them out.