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Real-time AI-assisted killer whale notification system (model and moderator portal) :star:

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Spring 2021 schematics generated by Paul Cretu for community discussion: ### Existing architecture (still accurate Aug 2022) ![Image](https://user-images.githubusercontent.com/14044595/187984994-22ef64de-39d8-4daf-82e9-290e37fc3c0c.png) ### Proposed architecture (development in 2023+) ![Image](https://user-images.githubusercontent.com/14044595/187984995-b701482f-5e60-4167-8de2-bc7f360176b8.png)

enhancement
Azure
architecture
2024-hackathon

- [ ] Deploy at least general OrcaHello classifier on all new [hydrophone locations currently streaming to live.orcasound.net](http://live.orcasound.net) listeners for human detection. - [ ] Document the administrative and/or dev/op...

documentation
inference system
2023-hackathon
2024-hackathon

I was looking at this spectrogram and the clear line in the middle bothered me. https://aifororcas.azurewebsites.net/detections/detection/4aae8258-d8e8-4256-96af-476a501f8376 A sudden change in noise should be rare/unlikely. I'm interested in someone double checking...

The TS files are saved in the format "live001.ts" but there are usually about 2,000 TS files in one of the AWS folders. This causes sorting issues since: "live100.ts" will...

There is a need to automate the e2e workflow for model training and evaluation. ```[tasklist] ### Tasks - [ ] Copying over the jupyter notebook files onto AzureML workspace and...

model training
model evaluation
2023-hackathon

We could brainstorm additional ideas ways to notify end-users and/or customize the notifications, but here are some ways to diversify beyond using SendGrid to send individual emails: - [x] Improve...

enhancement
notification system

https://github.com/aayushmnit/aifororcas-livesystem

Historically, troubleshooting for inference system/notification system failures involved manual steps to identify failures. Past hackathon focused on utilizing Azure Dashboards to surface some metrics from Log Analytics. However, Azure Dashboards...

notification system
Azure
inference system
2023-hackathon
UX-design