google-ai-edge/mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
Star History
Momentum
+928
STARS · LAST 30 DAYS
31
PER DAY
#12
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +217 | +928 | +2.8K |
| Per day | 31 | 31 | 31 |
| Forks gained | +31 | +123 | +309 |
mediapipe gained 928 stars in the last 30 days, about 31 a day, and now has 37.1K. It is about 7 years old and has averaged roughly 5.3K stars a year. It ranks #12 among C++ repositories and #279 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#1274
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
mediapipe has maintained a continuous presence across global trending indexes, peaking at #1274. 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
Optimized execution pipeline written in C++ for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ 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
Install mediapipe using your package manager: `git clone https://github.com/google-ai-edge/mediapipe.git`
Initialize your project workspace or configuration file for mediapipe.
Import mediapipe into your codebase or invoke it directly from your terminal.
Execute your test suite or run `mediapipe --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 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 #279 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #274 | servo/servo | Rust | ★ 38K | Compare ↗ |
| #275 | vlang/v | V | ★ 37.9K | Compare ↗ |
| #276 | eugenp/tutorials | Java | ★ 37.3K | Compare ↗ |
| #277 | fastify/fastify | JavaScript | ★ 37.2K | Compare ↗ |
| #278 | huggingface/pytorch-image-models | Python | ★ 37.2K | Compare ↗ |
| #279 | google-ai-edge/mediapipe This Project | C++ | ★ 37.1K | |
| #280 | anthropics/claude-plugins-official | Python | ★ 37.1K | Compare ↗ |
| #281 | keycloak/keycloak | Java | ★ 37K | Compare ↗ |
| #282 | firecracker-microvm/firecracker | Rust | ★ 37K | Compare ↗ |
| #283 | nextcloud/server | PHP | ★ 36.9K | Compare ↗ |
| #284 | sgl-project/sglang | Python | ★ 36.5K | Compare ↗ |
Frequently Asked Questions
What does mediapipe do? +
Cross-platform, customizable ML solutions for live and streaming media.
What language is mediapipe written in? +
The primary language is C++. Topics include: android, audio-processing, c-plus-plus, calculator, computer-vision.
Is mediapipe actively maintained? +
Yes, the last recorded push was on Sep 28, 2026 with 508 open issues being tracked.
How many stars does mediapipe have? +
mediapipe has 37,105 stars and 6,170 forks on GitHub.
How does mediapipe rank among GitHub repositories? +
With 37,105 stars, google-ai-edge/mediapipe is ranked #279 globally across all repositories tracked on GitHubRepo and #12 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.
