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google-ai-edge/mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

C++ ◇ android Apache-2.0
★37.6KSTARS
⑂6.2KFORKS
!270ISSUES
🏆#417GLOBAL RANK
🔥40DAYS TRENDING
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⚡ Executive Summary & Quick Facts

Authoritative Source

mediapipe is mediapipe is an open-source project written in C++: Cross-platform, customizable ML solutions for live and streaming media..

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), google-ai-edge/mediapipe has accumulated 37,630 GitHub stars and 6,224 forks. It is written in C++, licensed under Apache-2.0, and ranks #417 globally. It is actively maintained with the latest commit recorded on Nov 10, 2026.”
Repository google-ai-edge/mediapipe ↗
Primary Category android
Language & Stack C++
Software License Apache-2.0
Community Traction ★ 37.6K stars · ⑂ 6.2K forks · #417 globally
Maintenance ● Active (Last commit: Nov 10, 2026) · 270 open issues
Target Audience Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads.

🛡️ Repository Maintenance & Health Audit (2026)

Health Score: 95/100 · Grade A+
✅
Is mediapipe actively maintained in 2026?
Verdict: Actively Maintained & Highly Recommended

Yes, mediapipe is actively maintained. Continuous telemetry recorded the last code commit on Nov 10, 2026 (3 days ago). Supported by 37,630 stars and 6,224 community forks, this repository holds a calculated health index of 95/100, reflecting very active (commits within last 14 days) and active community feedback (270 open).

Commit Recency
Nov 10, 2026
3 days since last push
Issue Backlog
270 Open Issues
Active Community Feedback (270 open)
Community Backing
6.2K Forks
37.6K Stars Recorded
Software License
Apache-2.0
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for google-ai-edge/mediapipe
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Momentum

+504

STARS · LAST 30 DAYS

17

PER DAY

#21

MOST-STARRED C++

Window7 days30 days90 days
Stars gained+347+504+1.5K
Per day501717
Forks gained+36+50+311

mediapipe gained 504 stars in the last 30 days, about 17 a day, and now has 37.6K. It is about 7 years old and has averaged roughly 5.4K stars a year. It ranks #21 among C++ repositories and #417 across all languages on GitHubRepo.

Trending Record

mediapipe has maintained a continuous presence across global trending indexes, peaking at #338. Below is the 30-day activity profile:

💡 Overview

mediapipe is an open-source project written in C++: Cross-platform, customizable ML solutions for live and streaming media.

Engineered for speed, consistency, and developer ease, it solves common hurdles in android, audio-processing, c-plus-plus. 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 C++ 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
$ git clone https://github.com/google-ai-edge/mediapipe.git
cd mediapipe

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

C++20 compliant compiler (GCC 11+, Clang 13+, MSVC)

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

mediapipe coordinates its core functionality through a modular C++ 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

Production System Integration

Embed mediapipe into C++ backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open Apache-2.0 license.

🚀 Getting Started

1

Install mediapipe using your package manager: `git clone https://github.com/google-ai-edge/mediapipe.git`

2

Initialize your project workspace or configuration file for mediapipe.

3

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

4

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

👍 Strengths

Active community backing with 37,105 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in C++ 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 C++ 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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tensorflow/tensorflow ★ 201.6K C++

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👥 Who Should Use This

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

🏆 Nearby in the Rankings

google-ai-edge/mediapipe is currently ranked #417 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#412 PhilJay/MPAndroidChart Kotlin ★ 38.2K Compare ↗
#413 vlang/v V ★ 38.1K Compare ↗
#414 glanceapp/glance Go ★ 38K Compare ↗
#415 keycloak/keycloak Java ★ 37.8K Compare ↗
#416 denysdovhan/wtfjs JavaScript ★ 37.7K Compare ↗
#417 google-ai-edge/mediapipe This Project C++ ★ 37.6K
#418 agentscope-ai/QwenPaw TypeScript ★ 37.6K Compare ↗
#419 firecracker-microvm/firecracker Rust ★ 37.5K Compare ↗
#420 blakeblackshear/frigate Python ★ 37.4K Compare ↗
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Frequently Asked Questions

What does mediapipe do? +

Cross-platform, customizable ML solutions for live and streaming media.

Is mediapipe actively maintained in 2026? +

Yes, mediapipe is actively maintained. The latest code push was recorded on Nov 10, 2026 (3 days ago). It holds a calculated Maintenance Health Score of 95/100 (A+ rating) with 37,630 stars and 270 open issues.

What language is mediapipe written in? +

The primary language is C++. Topics include: android, audio-processing, c-plus-plus, calculator, computer-vision.

How many stars does mediapipe have? +

mediapipe has 37,630 stars and 6,224 forks on GitHub.

How does mediapipe rank among GitHub repositories? +

With 37,630 stars, google-ai-edge/mediapipe is ranked #417 globally across all repositories tracked on GitHubRepo and #21 among C++ projects.

What license is mediapipe distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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