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arnegiacomo/fugleramme

Bird frame for Raspberry Pi - real-time bird detection by audio, fully local AI, rendered as real, hand-cut 1800s bird illustrations. On an e-ink panel, a TV, or any screen.

Python ◇ bird-detection MIT
★3.6KSTARS
⑂112FORKS
!18ISSUES
🏆#3,341GLOBAL RANK
🔥34DAYS TRENDING
🚀
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⚡ Executive Summary & Quick Facts

Authoritative Source

fugleramme is fugleramme is an open-source project written in Python: Bird frame for Raspberry Pi - real-time bird detection by audio, fully local AI, rendered as real, hand-cut 1800s bird illustrations. On an e-ink panel, a TV, or any screen..

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), arnegiacomo/fugleramme has accumulated 3,552 GitHub stars and 112 forks. It is written in Python, licensed under MIT, and ranks #3,341 globally. It is actively maintained with the latest commit recorded on Oct 6, 2026.”
Repository arnegiacomo/fugleramme ↗
Primary Category bird detection
Language & Stack Python
Software License MIT
Community Traction ★ 3.6K stars · ⑂ 112 forks · #3,341 globally
Maintenance ● Active (Last commit: Oct 6, 2026) · 18 open issues
Target Audience Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

🛡️ Repository Maintenance & Health Audit (2026)

Health Score: 92/100 · Grade A
✅
Is fugleramme actively maintained in 2026?
Verdict: Actively Maintained

Yes, fugleramme is actively maintained. Continuous telemetry recorded the last code commit on Oct 6, 2026 (26 days ago). Supported by 3,552 stars and 112 community forks, this repository holds a calculated health index of 92/100, reflecting regular maintenance (26 days ago) and healthy issue cadence.

Commit Recency
Oct 6, 2026
26 days since last push
Issue Backlog
18 Open Issues
Healthy Issue Cadence
Community Backing
112 Forks
3.6K Stars Recorded
Software License
MIT
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for arnegiacomo/fugleramme
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Momentum

+96

STARS · LAST 30 DAYS

3

PER DAY

#493

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+0+96+270
Per day133
Forks gained+0+11+10

fugleramme gained 96 stars in the last 30 days, about 3 a day, and now has 3.6K. It is about 1 year old and has averaged roughly 3.6K stars a year. It ranks #493 among Python repositories and #3,341 across all languages on GitHubRepo.

Trending Record

fugleramme has maintained a continuous presence across global trending indexes, peaking at #216. Below is the 30-day activity profile:

💡 Overview

fugleramme is an open-source project written in Python: Bird frame for Raspberry Pi - real-time bird detection by audio, fully local AI, rendered as real, hand-cut 1800s bird illustrations. On an e-ink panel, a TV, or any screen.

Engineered for speed, consistency, and developer ease, it solves common hurdles in bird-detection, birding, birdnet. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install fugleramme

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

fugleramme coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Autonomous AI Agents

Orchestrate intelligent workflows and tool-calling routines with fugleramme.

Model Inference & Prompting

Integrate fast, local or cloud-hosted generative AI models directly into production code.

Context Memory & RAG

Augment language models with dynamic vector retrieval and structured project memory.

Developer Productivity

Automate repetitive engineering tasks, code generation, and test creation using AI agents.

🚀 Getting Started

1

Install fugleramme using your package manager: `pip install fugleramme`

2

Initialize your project workspace or configuration file for fugleramme.

3

Import fugleramme into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `fugleramme --help` to verify successful setup.

👍 Strengths

Active community backing with 3,338 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 Who Should Use This

Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

arnegiacomo/fugleramme is currently ranked #3,341 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#3,336 symfony/framework-bundle PHP ★ 3.6K Compare ↗
#3,337 mnemosyne-oss/mnemosyne Python ★ 3.6K Compare ↗
#3,338 denoland/std TypeScript ★ 3.6K Compare ↗
#3,339 model-checking/kani Rust ★ 3.6K Compare ↗
#3,340 unitycatalog/unitycatalog Java ★ 3.6K Compare ↗
#3,341 arnegiacomo/fugleramme This Project Python ★ 3.6K
#3,341 p-ranav/argparse C++ ★ 3.6K Compare ↗
#3,343 connectbot/connectbot Kotlin ★ 3.6K Compare ↗
#3,343 okteto/okteto Go ★ 3.6K Compare ↗
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Frequently Asked Questions

What does fugleramme do? +

Bird frame for Raspberry Pi - real-time bird detection by audio, fully local AI, rendered as real, hand-cut 1800s bird illustrations. On an e-ink panel, a TV, or any screen.

Is fugleramme actively maintained in 2026? +

Yes, fugleramme is actively maintained. The latest code push was recorded on Oct 6, 2026 (26 days ago). It holds a calculated Maintenance Health Score of 92/100 (A rating) with 3,552 stars and 18 open issues.

What language is fugleramme written in? +

The primary language is Python. Topics include: bird-detection, birding, birdnet, birdnet-go, birdwatching.

How many stars does fugleramme have? +

fugleramme has 3,552 stars and 112 forks on GitHub.

How does fugleramme rank among GitHub repositories? +

With 3,552 stars, arnegiacomo/fugleramme is ranked #3,341 globally across all repositories tracked on GitHubRepo and #493 among Python projects.

What license is fugleramme distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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