March 2023 Update
This major update includes:
- Introduced a new modular dataset format based on the Apache Parquet file format (tutorial)
- For the 2D video panoptic segmentation labels, added a mask to indicate the number of cameras covering each pixel.
- Added 3D map data as polylines or polygons.
- Added Lidar data for the training set (tutorial)
- Added driveway entrances to the map data.
- Added supporting code for the 2023 Waymo Open Dataset Challenges
- Replaced old TensorFlow 2.6 build configuration with the new simplified TensorFlow 2.11 build configuration
- Reorganized directory structure: renamed third_party into wdl_limited, moved all code into src folder
To install the new package:
pip install waymo-open-dataset-tf-2.11.0==1.5.0