A collection of datasets ready to use with TensorFlow or other Python ML frameworks, such as Jax, enabling easy-to-use and high-performance input pipelines.
Last year in February, the TensorFlow’s team introduced TensorFlow Datasets. Machine learning community can access public research datasets as** tf.data.Datasets** and as NumPy arrays. TFDS does all the tedious work of fetching the source data and preparing it into a common format on disk. It uses the** tf.data** API to build high-performance input pipelines, which are TensorFlow 2.0-ready and can be used with tf.keras models.
TensorFlow Datasets provides many public datasets as
pip install tensorflow-datasets
import tensorflow_datasets as tfds
mnist_data = tfds.load("mnist")
mnist_train, mnist_test = mnist_data["train"], mnist_data["test"]
assert isinstance(mnist_train, tf.data.Dataset)
In the next section we take a look at few important datasets(h/t Lionbridge) that TensorFlow allows you to access with a single line of code:
[LSUN](https://www.tensorflow.org/datasets/catalog/lsun) contains around one million labeled images for each of 10 scene categories and 20 object categories. We experiment with training popular convolutional networks and find that they achieve substantial performance gains when trained on this dataset.
This article covers A-Z about the mobile and web app development process and answers your question on how long does it take to develop/build an app.
For a developer, becoming a team leader can be a trap or open up opportunities for creating software. Two years ago, when I was a developer, ... by Oleg Sklyarov, Fullstack Developer at Skyeng company
To make the most out of the benefits of offshore software development, you should understand the crucial factors that affect offshore development.
This article investigates TensorFlow components for building a toolset to make modeling evaluation more efficient. Specifically, TensorFlow Datasets (TFDS) and TensorBoard (TB) can be quite helpful in this task.
#1 Ruby on Rails development company. Hire Ruby on rails developer or a team to build secure, scalable and complex web solutions with a quick turnaround time.