acoupi_batdetect2
An acoupi-compatible BatDetect2 model and program
Readme Content
- What is acoupi_batdetect2?
- What is the difference between acoupi and acoupi_batdetect2
- Requirements
- Installation
- What is acoupi?
What is acoupi_batdetect2?
acoupi_batdetect2 is an open-source Python package that implement the BatDetect2 bioacoustic deep-learning model on edge devices like the Raspberry Pi, using the acoupi framework. The BatDetect2 DL model has been developed by Mac Aodha O., et al. to detect and classify UK bats species.
What is the difference between acoupi and acoupi_batdetect2?
acoupi_batdetect2 and acoupi are different. The acoupi_batdetect2 program is built on top of the acoupi python package. Think of acoupi like a bag of LEGO pieces that you can assemble into multiple shapes and forms. acoupi_batdectect2 would be the results of assembling some of these LEGO pieces into a "bat"!
Requirements
acoupi has been designed to run on single-board computer devices like the Raspberry Pi (RPi). Users should be able to download and test acoupi software on any Linux-based machines with Python version >=3.8,<3.12 installed.
- A Linux-based single board computer such as the Raspberry Pi 4B.
- A SD Card with 64-bit Lite OS version installed.
- A USB Microphone such as an AudioMoth, a µMoth, an Ultramic 192K/250K.
Installation
To install acoupi_batdetect2 on your embedded device, you will need to first have acoupi installed on your device. Follow these steps to install both acoupi and acoupi_batdetect2:
Step 1: Install acoupi and its dependencies.
curl -sSL https://github.com/acoupi/acoupi/raw/main/scripts/setup.sh | bash
Step 2: Install acoupi_batdetect2 and its dependencies
pip install acoupi_batdetect2
Step 3: Configure the acoupi_batdetect2 program.
acoupi setup --program acoupi_batdetect2.program
Step 4: Start the acoupi_batdetect2 program.
acoupi deployment start
What is acoupi?
acoupi is an open-source Python package that simplifies the use and implementation of bioacoustic classifiers on edge devices. It integrates and standardises the entire bioacoustic monitoring workflow, facilitating the creation of custom sensors, by handling audio recordings, processing, classifications, detections, communication, and data management.
1 maintainer
Metadata
1 maintainer
Release files for acoupi-batdetect2 0.3.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| acoupi_batdetect2-0.3.0.tar.gz | 99.7 MB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| acoupi_batdetect2-0.3.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 99.7 MB
Release files / acoupi_batdetect2-0.3.0.tar.gz
| Download URL | acoupi_batdetect2-0.3.0.tar.gz |
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| Size | 99.7 MB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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| Download URL | acoupi_batdetect2-0.3.0-py3-none-any.whl |
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| Size | 14.2 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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Yes |
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twine/5.1.1 CPython/3.12.7
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