PRBonn / semantic-kitti-api

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.
http://semantic-kitti.org
MIT License
783 stars 187 forks source link

Does the dataset have reflection intensity information? #65

Closed huixiancheng closed 3 years ago

huixiancheng commented 3 years ago

As shown in the question.It's look like don't have. Furthermore,will your team have the plan to annotation the image? Since the KITTI dataset don't have big 2D sem.seg dataset.Ony one is a small dataset with 200 pics as I know. looking forward to reply and thank your team’s for the great work!

jbehley commented 3 years ago

The original KITTI dataset provides remission for each lidar point. (The data is stored as x,y,z, remission).

We are currently working on a way to also provide image-based labels, but this is still in the early stages.

You should have a look at KITTI360 (http://www.cvlibs.net/datasets/kitti-360/index.php). On the semantic segmentation benchmark of KITTI, http://www.cvlibs.net/datasets/kitti/eval_semantics.php, there are also annotations from other researchers.

huixiancheng commented 3 years ago

Thanks, I'll try!Tribute to your team's work!