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rosbag image timestamp

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I have a rosbag file which contain images and sensor data. I need to extract Images and their timestamp. And afterwards I want to use them to train Neural Network for classification purpose. For this, I wrote a rosnode in Python, which subscribes to the image topic. Images are extracted but how I can save timestamps. Those images and their timestamp need to be uploaded into database. **Is this possible when playing rosbag file I can create a CSV file which saves the image name and their timestamp.**

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