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reading large rosbag

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Hello i have a rosbag of 300 mb which contains the pattern of an object for object recognition purpose. My problem is that when i read it, it takes too long time to read it. Is their any other methods which i can use for storing large collection of data or map and than read it very fast? Is their any way i can access the rosbag datas, numbers with their index or something directly without having to read the hole data first? Cas the size of rosbag can also reach 1gb if object has large surface.

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