Top "Tensorflow-datasets" questions

TensorFlow's `tf.

TensorFlow: training on my own image

I am new to TensorFlow. I am looking for the help on the image recognition where I can train my …

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Meaning of buffer_size in Dataset.map , Dataset.prefetch and Dataset.shuffle

As per TensorFlow documentation , the prefetch and map methods of tf.contrib.data.Dataset class, both have a parameter called …

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tf.data.Dataset: how to get the dataset size (number of elements in a epoch)?

Let's say I have defined a dataset in this way: filename_dataset = tf.data.Dataset.list_files("{}/*.png".format(dataset)) …

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Tensorflow : logits and labels must have the same first dimension

I am new in tensoflow and I want to adapt the MNIST tutorial https://www.tensorflow.org/tutorials/layers with …

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Split a dataset created by Tensorflow dataset API in to Train and Test?

Does anyone know how to split a dataset created by the dataset API (tf.data.Dataset) in Tensorflow into Test …

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How do I split Tensorflow datasets?

I have a tensorflow dataset based on one .tfrecord file. How do I split the dataset into test and train …

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How to iterate a dataset several times using TensorFlow's Dataset API?

How to output the value in a dataset several times? (dataset is created by Dataset API of TensorFlow) import tensorflow …

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tf.data with multiple inputs / outputs in Keras

For the application, such as pair text similarity, the input data is similar to: pair_1, pair_2. In these problems, we …

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What is the difference between Dataset.from_tensors and Dataset.from_tensor_slices?

I have a dataset represented as a NumPy matrix of shape (num_features, num_examples) and I wish to convert …

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parallelising tf.data.Dataset.from_generator

I have a non trivial input pipeline that from_generator is perfect for... dataset = tf.data.Dataset.from_generator(complex_…

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