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computer-visionartificial-intelligenceopencv3.0gcp-ai-platform-training

How do I export TFRecord with data in Intel CVAT?

I've annotated roughly 15 mins of video with intel's CVAT. - https://github.com/opencv/cvat

When exporting to TFRecord, the file is only about 4mb (should be closer to 200mb at least), and doesn't appear to actually contain any image data. How can I export a TF Record with the image data along with the annotation data?

Solution

  • As of 12/1/2019 - This is not currently supported in intel CVAT.

    I was able to achieve my goal, and create tfrecords containing both annotation data and image data by using a combination of ffmpeg to split my original .mov into frames and create_pascal_tf_record.py to generate the tfrecord.