深度学习算法工程师/专家(定位方向)
- Analyze localization failures in complex scenarios
- Build and process datasets
- Build visual topology localization modules
- Deploy algorithms to vehicle computing platforms
- Develop Transformer based visual feature extraction
- Develop automated evaluation toolchains
- Develop visual global localization algorithms
- Fuse GNSS and navigation map data
- Implement cross modal visual map matching
- Implement visual odometry modules
- Optimize models with pruning and quantization
- Perform temporal fusion for localization
- Propose algorithm improvement plans
- Run real vehicle tests and iterate performance
- Train and fine-tune deep learning models