#30_BenjaminChew_Streamlining OrcaAL tool
- Mentors
- Scott Veirs, Valentina Staneva, Jesse, Paul Nguyen HD, val veirs
- Organization
- Orcasound
- Technologies
- python, docker, aws, GitHub Actions, PostgresSQL
- Topics
- machine learning, cloud, MLOps, CI/CD
OrcaAL is an active learning tool built by past GSoC students for identifying orca calls. It achieves this by leveraging both expert and machine annotations to train better models in a semi-supervised way. Past efforts have been made mostly to develop a functional proof-of-concept and improve the performance of the tool. As such, this project aims to improve the underlying infrastructure supporting the tool, as well as enhance future developers' experience when expanding upon OrcaAL's capabilities.