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Nissan

Self-Driving Research Tools

Internal tools and model exploration for Nissan's autonomous vehicle research team.

annotator-preview.png — annotator preview
ROLETool design + build
TECHNOLOGIES
CLIENTNissan
YEAR2023

Built two internal tools for Nissan’s autonomous vehicle research division, supporting the research team with data labeling and machine learning model evaluation across the self-driving training pipeline. Additionally, rapidly evaluated several birds-eye-view prediction models and produced detailed comparison documentation.

image-annotator.png — labeling tool capture
supermapnet.jpg — model evaluation capture
annotator-map.png — annotator map view
create-lidar-basemap.png — lidar basemap creation
custom-annotations.png — custom annotations
exploration-1.jpg — exploration
exploration-2.jpg — exploration
extrinsic-alignment-1.jpg — extrinsic alignment
nodegraph-1.png
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