GitHub - yapat-app/YAPAT: Open-source machine learning platform for Passive Acoustic Monitoring annotation · GitHub
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Open-source machine learning platform for Passive Acoustic Monitoring annotation

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YAPAT — Yet Another PAM Annotation Tool

YAPAT is an interactive annotation tool that uses machine learning to prioritize high-value samples for labeling, reducing the annotation effort required for training data collection.

Repository Structure

This repository links the core components of YAPAT as Git submodules:

Directory Repository Description
frontend/ yapat-frontend TypeScript/React annotation interface
backend/ yapat-backend Python backend and ML pipeline
oe_yapat/ oe_yapat Ontology integration for YAPAT
WSSED/ WSSED-YAPAT WebSocket server for real-time communication

Getting Started

Clone this repository with all submodules:

git clone --recurse-submodules https://github.com/yapat-app/yapat.git

Or, if you already cloned without submodules:

git submodule update --init --recursive

Refer to the README in each submodule for setup and usage instructions.

License

YAPAT source code is available under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) license.

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Open-source machine learning platform for Passive Acoustic Monitoring annotation

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