adding extra data paths

Accelerated Computing Intelligent Video Analytics TAO Toolkit
1

Is there a way to have multiple training data directory paths when creating tfrecords or training?

2

Hi dsk7527,
Do you mean adding multiple tfrecords path in training spec?
If yes, it is ok.

For example,
data_sources: {
tfrecords_path: “/workspace/tlt-experiments/data/tfrecords/pascal_voc/pascal_voc12_trainval*”
image_directory_path: “/workspace/tlt-experiments/data/VOCdevkit/VOC2012”
}
data_sources: {
tfrecords_path: “/workspace/tlt-experiments/data/tfrecords/pascal_voc/pascal_voc07_trainval*”
image_directory_path: “/workspace/tlt-experiments/data/VOCdevkit/VOC2007”
}

3

Yes, thanks!
I also was wondering if I could have multiple paths when creating tfrecords?

For example,

kitti_config {
root_directory_path: “/workspace/tlt-experiments/data/training”
root_directory_path: “/workspace/tlt-experiments/data/training2”

4

It should not be workable for multiple paths when create tfrecords.
You can create them separately.

Or you can merge all the images(or labels) into one folder. Then create tfrecord.

5

ok, thank you!