2023-08-27 11:41:50 +01:00
|
|
|
|
.. _lyft:
|
|
|
|
|
|
|
2023-08-27 11:20:51 +01:00
|
|
|
|
####################
|
|
|
|
|
|
Lyft (In Upgrading)
|
|
|
|
|
|
####################
|
|
|
|
|
|
|
|
|
|
|
|
| Website: https://woven.toyota/en/prediction-dataset
|
|
|
|
|
|
| Download: https://woven-planet.github.io/l5kit/dataset.html
|
|
|
|
|
|
| Paper: https://proceedings.mlr.press/v155/houston21a/houston21a.pdf
|
|
|
|
|
|
|
|
|
|
|
|
This dataset includes the logs of movement of cars, cyclists, pedestrians,
|
|
|
|
|
|
and other traffic agents encountered by our automated fleet.
|
|
|
|
|
|
These logs come from processing raw lidar, camera, and radar data through our team’s perception systems and are ideal
|
|
|
|
|
|
for training motion prediction models.
|
|
|
|
|
|
The dataset includes:
|
|
|
|
|
|
|
|
|
|
|
|
- 1000+ hours of traffic agent movement
|
|
|
|
|
|
- 16k miles of data from 23 vehicles
|
|
|
|
|
|
- 15k semantic map annotations
|
|
|
|
|
|
|
|
|
|
|
|
.. note::
|
|
|
|
|
|
Currently, the old Lyft dataset can be read by ``nuscenes-toolkit`` and thus can share the nuScenes convertor.
|
|
|
|
|
|
The new Lyft data is now maintained by Woven Planet and we are working on support the ``L5Kit`` for allowing
|
|
|
|
|
|
using new Lyft data.
|
|
|
|
|
|
|
|
|
|
|
|
|
2023-08-27 16:26:00 +01:00
|
|
|
|
Known Issues: Lyft
|
|
|
|
|
|
===================
|
2023-08-27 11:20:51 +01:00
|
|
|
|
|
2023-08-27 16:26:00 +01:00
|
|
|
|
N/A
|
2023-08-27 11:20:51 +01:00
|
|
|
|
|