Top "Tfrecord" questions

TensorFlow Record Format.

How do I convert a directory of jpeg images to TFRecords file in tensorflow?

I have training data that is a directory of jpeg images and a corresponding text file containing the file name …

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How to inspect a Tensorflow .tfrecord file?

I have a .tfrecord but I don't know how it is structured. How can I inspect the schema to understand …

python tensorflow tfrecord
TensorFlow - Read all examples from a TFRecords at once?

How do you read all examples from a TFRecords at once? I've been using tf.parse_single_example to read …

python tensorflow tfrecord
TensorFlow strings: what they are and how to work with them

When I read file with tf.read_file I get something with type tf.string. Documentation says only that it …

python string numpy tensorflow tfrecord
Obtaining total number of records from .tfrecords file in Tensorflow

Is it possible for obtain the total number of records from a .tfrecords file ? Related to this, how does one …

tensorflow tfrecord
Tensorflow TFRecord: Can't parse serialized example

I am trying to follow this guide in order to serialize my input data into the TFRecord format but I …

python tensorflow tfrecord
how to store numpy arrays as tfrecord?

I am trying to create a dataset in tfrecord format from numpy arrays. I am trying to store 2d and 3…

python numpy tensorflow tfrecord
Numpy array to TFrecord

I'm trying to train a custom dataset through tensorflow object detection api. Dataset contains 40k training images and labels which …

python-3.x numpy tensorflow tfrecord
TypeError: expected bytes, Descriptor found

How do I fix the following error traceback regarding tf.record? (tensorflow1) c:\tensorflow1\models\research\object_detection>python …

python tensorflow tfrecord
TensorFlow Dataset.shuffle - large dataset

I'm using TensorFlow 1.2 with a dataset in a 20G TFRecord file. There is about half a million samples in that …

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