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When to Use Tfrecord?

Sarah Jenkins • • 6 min read
When to Use Tfrecord?

The TFRecord format is a simple format for storing a sequence of binary records. Converting your data into TFRecord has many advantages, such as: More efficient storage: the TFRecord data can take up less space than the original data; it can also be partitioned into multiple files.

What is a TFRecord?

Download notebook. The TFRecord format is a simple format for storing a sequence of binary records. Protocol buffers are a cross-platform, cross-language library for efficient serialization of structured data. Protocol messages are defined by . proto files, these are often the easiest way to understand a message type.

How do I convert a CSV file to TFRecord?

How To Convert Tensorflow Object Detection CSV to Tensorflow TFRecord
  1. Step 1: Create a Free Roboflow Public Workspace. Roboflow is the universal conversion tool for computer vision annotation formats. ...
  2. Step 2: Upload your data into Roboflow. ...
  3. Step 3: Generate Dataset Version. ...
  4. Step 4: Export Dataset Version.
Sarah Jenkins
Author

Sarah Jenkins

Sarah Jenkins is a veteran tech journalist with over 12 years of experience covering artificial intelligence, mobile innovations, and digital ethics. Her insights have appeared in leading technology publications worldwide.