Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (14.1%) to scientific vocabulary
Keywords
Keywords from Contributors
Repository
Realtime BirdNET soundscape analyzer
Basic Info
Statistics
- Stars: 545
- Watchers: 16
- Forks: 40
- Open Issues: 116
- Releases: 81
Topics
Metadata Files
README.md
BirdNET-Go
BirdNET-Go is an AI solution for continuous avian monitoring and identification
- 24/7 realtime bird song analysis of soundcard capture, analysis output to log file, SQLite or MySQL
- Utilizes BirdNET AI model trained with more than 6500 bird species
- Local processing, Internet connectivity not required
- Easy to use Web user interface for data visualisation
- Supports over 40 languages for species names
- Advanced features like Deep Detection for improved accuracy and Live Audio Streaming.
- BirdWeather.com API integration
- Realtime log file output can be used as overlay in OBS for bird feeder streams etc.
- Minimal runtime dependencies, BirdNET Tensorflow Lite model is embedded in compiled binary
- Provides endpoint for Prometheus data scraping
- Runs on Windows, Linux and macOS
- Low resource usage, works on Raspberry Pi 3 and equivalent 64-bit single board computers
Installation
Quick install script for Debian, Ubuntu and Raspberry Pi OS based systems:
bash
curl -fsSL https://github.com/tphakala/birdnet-go/raw/main/install.sh -o install.sh
bash ./install.sh
Web Dashboard
For detailed installation instructions, see the installation documentation. For securing your BirdNET-Go installation, see the security documentation. See recommended hardware for optimal performance.
Building
For instructions on how to build the project, see the building documentation.
Usage
```bash BirdNET-Go CLI
Usage: birdnet-go [command]
Available Commands: authors Print the list of authors benchmark Run performance benchmark directory Analyze all *.wav files in a directory file Analyze an audio file help Help about any command license Print the license of Go-BirdNET rangefilter Manage the range filter database realtime Analyze audio in realtime mode support Generate a support bundle
Flags: --debug Enable debug output -h, --help help for birdnet --locale string Set the locale for labels. Accepts full name or 2-letter code. (default "finnish") --overlap float Overlap value between 0.0 and 2.9 (High values like 2.7 enable Deep Detection) --sensitivity float Sigmoid sensitivity value between 0.0 and 1.5 (default 1) --threshold float Confidency threshold for detections, value between 0.1 to 1.0 (default 0.8)
Use "birdnet [command] --help" for more information about a command.
There is more detailed usage documentation at Wiki
License
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Authors
Tomi P. Hakala
Contributions by Hampus Carlsson, Jan Vrska, @twt--, @aster1sk, @hoover67
Please let me know if you are missing from contributors list!
BirdNET AI model by the K. Lisa Yang Center for Conservation Bioacoustics at the Cornell Lab of Ornithology in collaboration with Chemnitz University of Technology. Stefan Kahl, Connor Wood, Maximilian Eibl, Holger Klinck.
BirdNET label translations by Patrick Levin for BirdNET-Pi project by Patrick McGuire. ```
Owner
- Name: Tomi P. Hakala
- Login: tphakala
- Kind: user
- Location: Finland
- Twitter: tphakala
- Repositories: 16
- Profile: https://github.com/tphakala
GitHub Events
Total
- Fork event: 22
- Create event: 475
- Commit comment event: 2
- Release event: 65
- Issues event: 326
- Watch event: 258
- Delete event: 239
- Issue comment event: 1,253
- Push event: 1,497
- Gollum event: 19
- Pull request review event: 1,163
- Pull request review comment event: 2,861
- Pull request event: 853
Last Year
- Fork event: 22
- Create event: 475
- Commit comment event: 2
- Release event: 65
- Issues event: 326
- Watch event: 258
- Delete event: 239
- Issue comment event: 1,253
- Push event: 1,497
- Gollum event: 19
- Pull request review event: 1,163
- Pull request review comment event: 2,861
- Pull request event: 853
Committers
Last synced: 6 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Tomi P. Hakala | t****a@p****i | 2,870 |
| dependabot[bot] | 4****] | 102 |
| Hampus Carlsson | c****9@g****m | 58 |
| Petteri Ponsimaa | p****p@g****m | 22 |
| github-actions[bot] | 4****] | 8 |
| Kyle Niewiada | k****a@g****m | 4 |
| Phaeton | 8****n | 4 |
| Tomi P. Hakala | t****a@e****i | 3 |
| Chris Kalafarski | c****s@f****m | 3 |
| Pete Lawrence | p****e@c****k | 2 |
| Joel Krauska | j****a@g****m | 2 |
| Sean Kelly | s****n@g****m | 2 |
| geekworldtour | g****e@g****m | 2 |
| claude[bot] | 2****] | 2 |
| Christopher Kalafarski | f****i@m****m | 2 |
| Fabio Guedes | f****s@g****m | 1 |
| Floris | 4****e | 1 |
| Leonardo Colman Lopes | d****v@l****r | 1 |
| PovilasID | 3****D | 1 |
| Tim Tickel | t****t@c****o | 1 |
| coderabbitai[bot] | 1****] | 1 |
| vivi | v****i@p****r | 1 |
| Pete Lawrence | p****e@o****k | 1 |
| Joel Krauska | j****a@J****l | 1 |
| janvrska | 1****a | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 316
- Total pull requests: 1,014
- Average time to close issues: 26 days
- Average time to close pull requests: 3 days
- Total issue authors: 122
- Total pull request authors: 23
- Average comments per issue: 1.8
- Average comments per pull request: 1.23
- Merged pull requests: 763
- Bot issues: 8
- Bot pull requests: 302
Past Year
- Issues: 237
- Pull requests: 860
- Average time to close issues: 5 days
- Average time to close pull requests: 3 days
- Issue authors: 106
- Pull request authors: 15
- Average comments per issue: 1.7
- Average comments per pull request: 1.27
- Merged pull requests: 642
- Bot issues: 8
- Bot pull requests: 264
Top Authors
Issue Authors
- tphakala (88)
- Lenbok (10)
- farski (9)
- aav7fl (8)
- xconverge (7)
- PovilasID (6)
- coderabbitai[bot] (6)
- tomlut (6)
- isZumpo (5)
- matthew73210 (5)
- jkrauska (5)
- PeteLawrence (4)
- HWittingen (4)
- pack2010 (4)
- mfortini (4)
Pull Request Authors
- tphakala (618)
- dependabot[bot] (231)
- github-actions[bot] (66)
- isZumpo (33)
- aav7fl (10)
- petterip (9)
- Phaeton (8)
- coderabbitai[bot] (5)
- PeteLawrence (5)
- farski (4)
- geekworldtour (4)
- matthew73210 (3)
- xconverge (3)
- Fotguedes (2)
- vibragiel (2)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
- Total downloads: unknown
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 20
proxy.golang.org: github.com/tphakala/birdnet-go
- Homepage: https://github.com/tphakala/birdnet-go
- Documentation: https://pkg.go.dev/github.com/tphakala/birdnet-go#section-documentation
- License: other
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Latest release: v0.6.4
published 11 months ago
Rankings
Dependencies
- github.com/gen2brain/malgo v0.11.10
- github.com/go-audio/audio v1.0.0
- github.com/go-audio/riff v1.0.0
- github.com/go-audio/wav v1.1.0
- github.com/mattn/go-pointer v0.0.1
- github.com/smallnest/ringbuffer v0.0.0-20230728150354-35801fa39d0e
- github.com/tphakala/go-tflite v0.0.0-20231013114437-e78004b1b843
- 492 dependencies
- actions/cache v4.0.1 composite
- actions/checkout v4.1.1 composite
- docker/build-push-action v5.1.0 composite
- docker/login-action v3.0.0 composite
- docker/setup-buildx-action v3.1.0 composite
- debian bookworm-slim build
- golang 1.22.0-bookworm build
- actions/checkout v4 composite
- actions/setup-go v5 composite
- golangci/golangci-lint-action v4 composite
- actions/checkout v4 composite
- tphakala/go-release-action master composite
- actions/checkout v4 composite
- actions/setup-go v5 composite
- actions/upload-artifact v2 composite
- actions/checkout v4 composite
- tphakala/go-release-action master composite