OpenDriveLab / OpenLane-V2

[NeurIPS 2023 Track Datasets and Benchmarks] OpenLane-V2: The First Perception and Reasoning Benchmark for Road Driving
https://proceedings.neurips.cc/paper_files/paper/2023/hash/3c0a4c8c236144f1b99b7e1531debe9c-Abstract-Datasets_and_Benchmarks.html
Apache License 2.0
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Can we build associations with gt of nuScenes' 3D detection? #78

Closed exiawsh closed 11 months ago

exiawsh commented 11 months ago

Hello, thank you for your great work! May I ask if you keep association with the sample token of nuScenes in subset B? Is it possible to use both topology annotation and 3D detection annotation simultaneously?

faikit commented 11 months ago

Currently we only have association between static elements.

But I think it is possible to extend association to dynamic objects. Do you suggest the positional association between them or some other kinds of association?

exiawsh commented 11 months ago

@faikit Thank you for the response! I'm sorry. I mean, for the same scene, I want to obtain the gts of dynamic objects (in the original nuscenes) and static elements (in your work). Do you keep some interface (e.g. sample token, timestamp, scene token)?

exiawsh commented 11 months ago

It seems that the source_id is the same as the sample token in nuscenes?

sephyli commented 11 months ago

Hello,

In OpenLane-V2, the source_id corresponds to the scene_token in nuScenes. We have not recorded the sample_token, but you can correlate samples from OpenLane-V2 with those from nuScenes using the scene_token and timestamp. Additionally, please note that the timestamps in OpenLane-V2 are aligned with the front-view camera.

exiawsh commented 11 months ago

Hello,

In OpenLane-V2, the source_id corresponds to the scene_token in nuScenes. We have not recorded the sample_token, but you can correlate samples from OpenLane-V2 with those from nuScenes using the scene_token and timestamp. Additionally, please note that the timestamps in OpenLane-V2 are aligned with the front-view camera.

Thank you so much! I will try.

sephyli commented 11 months ago

Additionally, you may be interested to know that some scenes are missing in OpenLane-V2 subset-B due to the absence of certain annotations. For more information, please see issue #74.

exiawsh commented 11 months ago

@sephyli Sorry to bother you again. What's the gts' coordinate of the centerlines, in imu or lidar coordinate?

sephyli commented 11 months ago

The centerline GTs' coordinate is in imu/ego coordinare.

faikit commented 11 months ago

image

exiawsh commented 11 months ago

@faikit @sephyli Thank you!

Wolfybox commented 6 months ago

Hello,

In OpenLane-V2, the source_id corresponds to the scene_token in nuScenes. We have not recorded the sample_token, but you can correlate samples from OpenLane-V2 with those from nuScenes using the scene_token and timestamp. Additionally, please note that the timestamps in OpenLane-V2 are aligned with the front-view camera.

hi, does subset_A have similar association with Argoverse2?