Update data_preparation.md

Fix typo in pose noising

Update configs and readme

update README

update requirements.txt

update to support different roi_size(perception range)

add comments for av2 data loading

minor fix for vector mem

add av2 maptr metadata

Update README.md

update docs

clean up & update requirements.txt

upload arch figure

fix visualization

add car icon resources