Automotive Perception Software Development: An Empirical Investigation into Data, Annotation, and Ecosystem Challenges.
Hans-Martin HeynKhan Mohammad HabibullahEric KnaussJennifer HorkoffMarkus BorgAlessia KnaussPolly Jing LiPublished in: CAIN (2023)
Keyphrases
- data collection
- data sets
- software development
- data analysis
- data processing
- training data
- high quality
- data sources
- data points
- software engineering
- image data
- data quality
- raw data
- data distribution
- experimental data
- small number
- knowledge discovery
- prior knowledge
- database
- probability distribution
- data mining techniques
- end users
- active learning
- statistical analysis
- high dimensional data
- spatial data
- data structure
- case study
- original data
- learning algorithm
- historical data