ul>
        <li>ims: Input image as B x H x W x C
        <li>locs: Labeled part locations as B x N x 2
        <li>info: Information about the input as B x 3. (:,0) is the movie number, (:,1) is the frame number and (:,2) is the animal number (if the project has trx).
        <li>distort: Whether to augment the data or not.
    </ul>
    Output (Default)<br>
    <ul>
        <li> List with augmented images, augmented labeled locations, input information, heatmaps.
    </ul>
    <p>Override this function to