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Unsupervised Domain Adaptation

This folder includes the script to split nuScenes trainval dataset into different domains (e.g., city, weather, lighting).

Source Domain Target Domain
City Boston Singapore
Lighting Day Night
Weather Dry Rain

The split dataset is shown as follows:

Train val
Boston 350 scenes 117 scenes
Singapore 287 scenes 96 scenes
Day 563 scenes 188 scenes
Night 74 scenes 25 scenes
Dry 514 scenes 171 scenes
Rain 124 scenes 41 scenes

Please kindly refer to CREATE.md and GET_STARTED.md for more details.