Science and medicine

Orcasound

Humans & AI listening together to save the whales.

elixirfrontendjavascriptpythonraspberry pireactnext.js

Organization website

Participation history

3 GSoC years

2022 2021 2020

2022

4 projects

Official year page

Multimodal sound monitoring: hydrophones, vessel tracking via AIS, radar, and camera systems

One of the goals of this project is to utilize Deep Learning models to better interpret underwater sounds. We are required to train neural networks...

Code Project page

Multimodal sound monitoring Ambra Jin

The killer whale, also known as orca, is the largest dolphin species. Commercial hunting and culling for fisheries protection are threatening its...

Code Project page

#30_BenjaminChew_Streamlining OrcaAL tool

OrcaAL is an active learning tool built by past GSoC students for identifying orca calls. It achieves this by leveraging both expert and machine...

Code Project page

Stream external hydrophones to Orcasound website

Orcanode repository contains a set of projects distributed in different directories that provide a number of tools to deal with capturing,...

Code Project page

2021

4 projects

Official year page

Github Actions Workflows for Scheduled Algorithm Deployment

Purpose of this project is to create a suite of GitHub Actions workflows for scheduled algorithm deployment on datastreams from Ocean Observatories...

Code Project page

Improve site architecture and add features to the Orcamap

This project aims to focus on some of the primary goals the repo orcamap-react needs to support the visualization of hydrophones, orca calls, ships,...

Code Project page

Sounds similar for me: Using open embeddings to improve sampling on orcAL Tool

This project aims to improve the current active sampling strategy by implementing other information measures such as information density and...

Code Project page

Changing the frontend of OrcaSound

OrcaSounds main objective is to educate and protect the orcas in the pacific. But in order to do that the website specifically the frontend needs to...

Code Project page

2020

2 projects

Official year page

Active Listening & Learning of Orca Sounds

The aim of the project is to create an Active Deep Learning and Machine Learning model that would predict the class of the calls depending on the...

Code Project page

OrcaAL | Orca detection Active Learning tool

Underwater noise pollution impedes the orcas’ ability to communicate and echolocate scarce salmon. To be able to detect orca calls, a deep learning...

Code Project page